Merge branch 'master' into devin/1765913587-source-woocommerce-rename-integration-to-mock-server

2025-12-19 18:14:56 -05:00 · 2025-12-18 12:51:17 -08:00
parent 69d287cb57 14d4ce4f4f
commit 7083e8374f
333 changed files with 22919 additions and 3369 deletions
--- a/.github/actions/connector-image-build-push/action.yml
+++ b/.github/actions/connector-image-build-push/action.yml
@@ -139,8 +139,8 @@ runs:
          CONNECTOR_VERSION_TAG="${{ inputs.tag-override }}"
          echo "🏷 Using provided tag override: $CONNECTOR_VERSION_TAG"
        elif [[ "${{ inputs.release-type }}" == "pre-release" ]]; then
-          hash=$(git rev-parse --short=10 HEAD)
-          CONNECTOR_VERSION_TAG="${CONNECTOR_VERSION}-dev.${hash}"
+          hash=$(git rev-parse --short=7 HEAD)
+          CONNECTOR_VERSION_TAG="${CONNECTOR_VERSION}-preview.${hash}"
          echo "🏷 Using pre-release tag: $CONNECTOR_VERSION_TAG"
        else
          CONNECTOR_VERSION_TAG="$CONNECTOR_VERSION"
--- a/.github/pr-welcome-community.md
+++ b/.github/pr-welcome-community.md
@@ -21,7 +21,7 @@ As needed or by request, Airbyte Maintainers can execute the following slash com
 - `/run-live-tests` - Runs live tests for the modified connector(s).
 - `/run-regression-tests` - Runs regression tests for the modified connector(s).
 - `/build-connector-images` - Builds and publishes a pre-release docker image for the modified connector(s).
- `/publish-connectors-prerelease` - Publishes pre-release connector builds (tagged as `{version}-dev.{git-sha}`) for all modified connectors in the PR.
+- `/publish-connectors-prerelease` - Publishes pre-release connector builds (tagged as `{version}-preview.{git-sha}`) for all modified connectors in the PR.

 If you have any questions, feel free to ask in the PR comments or join our [Slack community](https://airbytehq.slack.com/).

--- a/.github/pr-welcome-internal.md
+++ b/.github/pr-welcome-internal.md
@@ -28,7 +28,7 @@ Airbyte Maintainers (that's you!) can execute the following slash commands on yo
 - `/run-live-tests` - Runs live tests for the modified connector(s).
 - `/run-regression-tests` - Runs regression tests for the modified connector(s).
 - `/build-connector-images` - Builds and publishes a pre-release docker image for the modified connector(s).
- `/publish-connectors-prerelease` - Publishes pre-release connector builds (tagged as `{version}-dev.{git-sha}`) for all modified connectors in the PR.
+- `/publish-connectors-prerelease` - Publishes pre-release connector builds (tagged as `{version}-preview.{git-sha}`) for all modified connectors in the PR.
 - Connector release lifecycle (AI-powered):
  - `/ai-prove-fix` - Runs prerelease readiness checks, including testing against customer connections.
  - `/ai-canary-prerelease` - Rolls out prerelease to 5-10 connections for canary testing.
--- a/.github/workflows/publish-connectors-prerelease-command.yml
+++ b/.github/workflows/publish-connectors-prerelease-command.yml
@@ -3,7 +3,7 @@ name: Publish Connectors Pre-release
 # It can be triggered via the /publish-connectors-prerelease slash command from PR comments,
 # or via the MCP tool `publish_connector_to_airbyte_registry`.
 #
-# Pre-release versions are tagged with the format: {version}-dev.{10-char-git-sha}
+# Pre-release versions are tagged with the format: {version}-preview.{7-char-git-sha}
 # These versions are NOT eligible for semver auto-advancement but ARE available
 # for version pinning via the scoped_configuration API.
 #
@@ -66,7 +66,7 @@ jobs:
      - name: Get short SHA
        id: get-sha
        run: |
-          SHORT_SHA=$(git rev-parse --short=10 HEAD)
+          SHORT_SHA=$(git rev-parse --short=7 HEAD)
          echo "short-sha=$SHORT_SHA" >> $GITHUB_OUTPUT

      - name: Get job variables
@@ -135,7 +135,7 @@ jobs:
            > Publishing pre-release build for connector `${{ steps.resolve-connector.outputs.connector-name }}`.
            > Branch: `${{ inputs.gitref }}`
            >
-            > Pre-release versions will be tagged as `{version}-dev.${{ steps.get-sha.outputs.short-sha }}`
+            > Pre-release versions will be tagged as `{version}-preview.${{ steps.get-sha.outputs.short-sha }}`
            > and are available for version pinning via the scoped_configuration API.
            >
            > [View workflow run](${{ steps.job-vars.outputs.run-url }})
--- a/.github/workflows/publish_connectors.yml
+++ b/.github/workflows/publish_connectors.yml
@@ -305,8 +305,8 @@ jobs:
          echo "connector-version=$(poe -qq get-version)" | tee -a $GITHUB_OUTPUT
          CONNECTOR_VERSION=$(poe -qq get-version)
          if [[ "${{ inputs.release-type }}" == "pre-release" ]]; then
-            hash=$(git rev-parse --short=10 HEAD)
-            echo "docker-image-tag=${CONNECTOR_VERSION}-dev.${hash}" | tee -a $GITHUB_OUTPUT
+            hash=$(git rev-parse --short=7 HEAD)
+            echo "docker-image-tag=${CONNECTOR_VERSION}-preview.${hash}" | tee -a $GITHUB_OUTPUT
            echo "release-type-flag=--pre-release" | tee -a $GITHUB_OUTPUT
          else
            echo "docker-image-tag=${CONNECTOR_VERSION}" | tee -a $GITHUB_OUTPUT
--- a/airbyte-ci/connectors/metadata_service/lib/README.md
+++ b/airbyte-ci/connectors/metadata_service/lib/README.md
@@ -75,7 +75,7 @@ This will copy the specified connector version to your development bucket. This
 _💡 Note: A prerequisite is you have [gsutil](https://cloud.google.com/storage/docs/gsutil) installed and have run `gsutil auth login`_

 ```bash
-TARGET_BUCKET=<YOUR-DEV_BUCKET> CONNECTOR="airbyte/source-stripe" VERSION="3.17.0-dev.ea013c8741" poetry run poe copy-connector-from-prod
+TARGET_BUCKET=<YOUR-DEV_BUCKET> CONNECTOR="airbyte/source-stripe" VERSION="3.17.0-preview.ea013c8" poetry run poe copy-connector-from-prod
 ```

 ### Promote Connector Version to Latest
@@ -87,5 +87,5 @@ _💡 Note: A prerequisite is you have [gsutil](https://cloud.google.com/storage
 _⚠️ Warning: Its important to know that this will remove ANY existing files in the latest folder that are not in the versioned folder as it calls `gsutil rsync` with `-d` enabled._

 ```bash
-TARGET_BUCKET=<YOUR-DEV_BUCKET> CONNECTOR="airbyte/source-stripe" VERSION="3.17.0-dev.ea013c8741" poetry run poe promote-connector-to-latest
+TARGET_BUCKET=<YOUR-DEV_BUCKET> CONNECTOR="airbyte/source-stripe" VERSION="3.17.0-preview.ea013c8" poetry run poe promote-connector-to-latest
 ```
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/registry_entry.py
+++ b/airbyte-ci/connectors/metadata_service/lib/metadata_service/registry_entry.py
@@ -434,7 +434,7 @@ def generate_and_persist_registry_entry(
        bucket_name (str): The name of the GCS bucket.
        repo_metadata_file_path (pathlib.Path): The path to the spec file.
        registry_type (str): The registry type.
-        docker_image_tag (str): The docker image tag associated with this release. Typically a semver string (e.g. '1.2.3'), possibly with a suffix (e.g. '1.2.3-dev.abcde12345')
+        docker_image_tag (str): The docker image tag associated with this release. Typically a semver string (e.g. '1.2.3'), possibly with a suffix (e.g. '1.2.3-preview.abcde12')
        is_prerelease (bool): Whether this is a prerelease, or a main release.
    """
    # Read the repo metadata dict to bootstrap ourselves. We need the docker repository,
@@ -444,7 +444,7 @@ def generate_and_persist_registry_entry(

    try:
        # Now that we have the docker repo, read the appropriate versioned metadata from GCS.
-        # This metadata will differ in a few fields (e.g. in prerelease mode, dockerImageTag will contain the actual prerelease tag `1.2.3-dev.abcde12345`),
+        # This metadata will differ in a few fields (e.g. in prerelease mode, dockerImageTag will contain the actual prerelease tag `1.2.3-preview.abcde12`),
        # so we'll treat this as the source of truth (ish. See below for how we handle the registryOverrides field.)
        gcs_client = get_gcs_storage_client(gcs_creds=os.environ.get("GCS_CREDENTIALS"))
        bucket = gcs_client.bucket(bucket_name)
@@ -533,7 +533,9 @@ def generate_and_persist_registry_entry(

    # For latest versions that are disabled, delete any existing registry entry to remove it from the registry
    if (
-        "-rc" not in metadata_dict["data"]["dockerImageTag"] and "-dev" not in metadata_dict["data"]["dockerImageTag"]
+        "-rc" not in metadata_dict["data"]["dockerImageTag"]
+        and "-dev" not in metadata_dict["data"]["dockerImageTag"]
+        and "-preview" not in metadata_dict["data"]["dockerImageTag"]
    ) and not metadata_dict["data"]["registryOverrides"][registry_type]["enabled"]:
        logger.info(
            f"{registry_type} is not enabled: deleting existing {registry_type} registry entry for {metadata_dict['data']['dockerRepository']} at latest path."
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/with_releases/metadata_breaking_change_prerelease.yaml
+++ b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/with_releases/metadata_breaking_change_prerelease.yaml
@@ -5,7 +5,7 @@ data:
  connectorType: source
  dockerRepository: airbyte/image-exists-1
  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 2.0.0-dev.cf3628ccf3
+  dockerImageTag: 2.0.0-preview.cf3628c
  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
  connectorSubtype: database
  releaseStage: generally_available
--- a/airbyte-ci/connectors/metadata_service/lib/tests/test_commands.py
+++ b/airbyte-ci/connectors/metadata_service/lib/tests/test_commands.py
@@ -231,7 +231,7 @@ def test_upload_prerelease(mocker, valid_metadata_yaml_files, tmp_path):
    mocker.patch.object(commands.click, "secho")
    mocker.patch.object(commands, "upload_metadata_to_gcs")

-    prerelease_tag = "0.3.0-dev.6d33165120"
+    prerelease_tag = "0.3.0-preview.6d33165"
    bucket = "my-bucket"
    metadata_file_path = valid_metadata_yaml_files[0]
    validator_opts = ValidatorOptions(docs_path=str(tmp_path), prerelease_tag=prerelease_tag)
--- a/airbyte-ci/connectors/metadata_service/lib/tests/test_gcs_upload.py
+++ b/airbyte-ci/connectors/metadata_service/lib/tests/test_gcs_upload.py
@@ -582,7 +582,7 @@ def test_upload_metadata_to_gcs_invalid_docker_images(mocker, invalid_metadata_u
 def test_upload_metadata_to_gcs_with_prerelease(mocker, valid_metadata_upload_files, tmp_path):
    mocker.spy(gcs_upload, "_file_upload")
    mocker.spy(gcs_upload, "upload_file_if_changed")
-    prerelease_image_tag = "1.5.6-dev.f80318f754"
+    prerelease_image_tag = "1.5.6-preview.f80318f"

    for valid_metadata_upload_file in valid_metadata_upload_files:
        tmp_metadata_file_path = tmp_path / "metadata.yaml"
@@ -701,7 +701,7 @@ def test_upload_metadata_to_gcs_release_candidate(mocker, get_fixture_path, tmp_
    )
    assert metadata.data.releases.rolloutConfiguration.enableProgressiveRollout

-    prerelease_tag = "1.5.6-dev.f80318f754" if prerelease else None
+    prerelease_tag = "1.5.6-preview.f80318f" if prerelease else None

    upload_info = gcs_upload.upload_metadata_to_gcs(
        "my_bucket",
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/publish/context.py
+++ b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/publish/context.py
@@ -110,14 +110,14 @@ class PublishConnectorContext(ConnectorContext):

    @property
    def pre_release_suffix(self) -> str:
-        return self.git_revision[:10]
+        return self.git_revision[:7]

    @property
    def docker_image_tag(self) -> str:
        # get the docker image tag from the parent class
        metadata_tag = super().docker_image_tag
        if self.pre_release:
-            return f"{metadata_tag}-dev.{self.pre_release_suffix}"
+            return f"{metadata_tag}-preview.{self.pre_release_suffix}"
        else:
            return metadata_tag

--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/steps/python_connectors.py
+++ b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/steps/python_connectors.py
@@ -25,7 +25,7 @@ from pipelines.helpers.utils import raise_if_not_user
 from pipelines.models.steps import STEP_PARAMS, Step, StepResult

 # Pin the PyAirbyte version to avoid updates from breaking CI
-PYAIRBYTE_VERSION = "0.20.2"
+PYAIRBYTE_VERSION = "0.35.1"


 class PytestStep(Step, ABC):
--- a/airbyte-ci/connectors/pipelines/tests/test_tests/test_python_connectors.py
+++ b/airbyte-ci/connectors/pipelines/tests/test_tests/test_python_connectors.py
@@ -156,7 +156,8 @@ class TestPyAirbyteValidationTests:
        result = await PyAirbyteValidation(context_for_valid_connector)._run(mocker.MagicMock())
        assert isinstance(result, StepResult)
        assert result.status == StepStatus.SUCCESS
-        assert "Getting `spec` output from connector..." in result.stdout
+        # Verify the connector name appears in output (stable across PyAirbyte versions)
+        assert context_for_valid_connector.connector.technical_name in (result.stdout + result.stderr)

    async def test__run_validation_skip_unpublished_connector(
        self,
--- a/airbyte-integrations/connectors/destination-clickhouse/metadata.yaml
+++ b/airbyte-integrations/connectors/destination-clickhouse/metadata.yaml
@@ -2,7 +2,7 @@ data:
  connectorSubtype: database
  connectorType: destination
  definitionId: ce0d828e-1dc4-496c-b122-2da42e637e48
-  dockerImageTag: 2.1.16
+  dockerImageTag: 2.1.18
  dockerRepository: airbyte/destination-clickhouse
  githubIssueLabel: destination-clickhouse
  icon: clickhouse.svg
--- a/airbyte-integrations/connectors/destination-clickhouse/src/main/kotlin/io/airbyte/integrations/destination/clickhouse/config/ClickhouseNameGenerators.kt
+++ b/airbyte-integrations/connectors/destination-clickhouse/src/main/kotlin/io/airbyte/integrations/destination/clickhouse/config/ClickhouseNameGenerators.kt
@@ -1,62 +0,0 @@
-/*
- * Copyright (c) 2025 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.destination.clickhouse.config
-
-import io.airbyte.cdk.load.command.DestinationStream
-import io.airbyte.cdk.load.data.Transformations.Companion.toAlphanumericAndUnderscore
-import io.airbyte.cdk.load.schema.model.TableName
-import io.airbyte.cdk.load.table.ColumnNameGenerator
-import io.airbyte.cdk.load.table.FinalTableNameGenerator
-import io.airbyte.integrations.destination.clickhouse.spec.ClickhouseConfiguration
-import jakarta.inject.Singleton
-import java.util.Locale
-import java.util.UUID
-
-@Singleton
-class ClickhouseFinalTableNameGenerator(private val config: ClickhouseConfiguration) :
-    FinalTableNameGenerator {
-    override fun getTableName(streamDescriptor: DestinationStream.Descriptor) =
-        TableName(
-            namespace =
-                (streamDescriptor.namespace ?: config.resolvedDatabase)
-                    .toClickHouseCompatibleName(),
-            name = streamDescriptor.name.toClickHouseCompatibleName(),
-        )
-}
-
-@Singleton
-class ClickhouseColumnNameGenerator : ColumnNameGenerator {
-    override fun getColumnName(column: String): ColumnNameGenerator.ColumnName {
-        return ColumnNameGenerator.ColumnName(
-            column.toClickHouseCompatibleName(),
-            column.lowercase(Locale.getDefault()).toClickHouseCompatibleName(),
-        )
-    }
-}
-
-/**
- * Transforms a string to be compatible with ClickHouse table and column names.
- *
- * @return The transformed string suitable for ClickHouse identifiers.
- */
-fun String.toClickHouseCompatibleName(): String {
-    // 1. Replace any character that is not a letter,
-    //    a digit (0-9), or an underscore (_) with a single underscore.
-    var transformed = toAlphanumericAndUnderscore(this)
-
-    // 2. Ensure the identifier does not start with a digit.
-    //    If it starts with a digit, prepend an underscore.
-    if (transformed.isNotEmpty() && transformed[0].isDigit()) {
-        transformed = "_$transformed"
-    }
-
-    // 3.Do not allow empty strings.
-    if (transformed.isEmpty()) {
-        return "default_name_${UUID.randomUUID()}" // A fallback name if the input results in an
-        // empty string
-    }
-
-    return transformed
-}
--- a/airbyte-integrations/connectors/destination-clickhouse/src/main/kotlin/io/airbyte/integrations/destination/clickhouse/schema/ClickhouseNamingUtils.kt
+++ b/airbyte-integrations/connectors/destination-clickhouse/src/main/kotlin/io/airbyte/integrations/destination/clickhouse/schema/ClickhouseNamingUtils.kt
@@ -0,0 +1,33 @@
+/*
+ * Copyright (c) 2025 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.destination.clickhouse.schema
+
+import io.airbyte.cdk.load.data.Transformations.Companion.toAlphanumericAndUnderscore
+import java.util.UUID
+
+/**
+ * Transforms a string to be compatible with ClickHouse table and column names.
+ *
+ * @return The transformed string suitable for ClickHouse identifiers.
+ */
+fun String.toClickHouseCompatibleName(): String {
+    // 1. Replace any character that is not a letter,
+    //    a digit (0-9), or an underscore (_) with a single underscore.
+    var transformed = toAlphanumericAndUnderscore(this)
+
+    // 2.Do not allow empty strings.
+    if (transformed.isEmpty()) {
+        return "default_name_${UUID.randomUUID()}" // A fallback name if the input results in an
+        // empty string
+    }
+
+    // 3. Ensure the identifier does not start with a digit.
+    //    If it starts with a digit, prepend an underscore.
+    if (transformed[0].isDigit()) {
+        transformed = "_$transformed"
+    }
+
+    return transformed
+}
--- a/airbyte-integrations/connectors/destination-clickhouse/src/main/kotlin/io/airbyte/integrations/destination/clickhouse/schema/ClickhouseTableSchemaMapper.kt
+++ b/airbyte-integrations/connectors/destination-clickhouse/src/main/kotlin/io/airbyte/integrations/destination/clickhouse/schema/ClickhouseTableSchemaMapper.kt
@@ -30,7 +30,6 @@ import io.airbyte.cdk.load.schema.model.TableName
 import io.airbyte.cdk.load.table.TempTableNameGenerator
 import io.airbyte.integrations.destination.clickhouse.client.ClickhouseSqlTypes
 import io.airbyte.integrations.destination.clickhouse.client.isValidVersionColumn
-import io.airbyte.integrations.destination.clickhouse.config.toClickHouseCompatibleName
 import io.airbyte.integrations.destination.clickhouse.spec.ClickhouseConfiguration
 import jakarta.inject.Singleton

--- a/airbyte-integrations/connectors/destination-clickhouse/src/test-integration/kotlin/io/airbyte/integrations/destination/clickhouse/fixtures/ClickhouseExpectedRecordMapper.kt
+++ b/airbyte-integrations/connectors/destination-clickhouse/src/test-integration/kotlin/io/airbyte/integrations/destination/clickhouse/fixtures/ClickhouseExpectedRecordMapper.kt
@@ -16,7 +16,7 @@ import io.airbyte.cdk.load.data.TimestampWithTimezoneValue
 import io.airbyte.cdk.load.data.TimestampWithoutTimezoneValue
 import io.airbyte.cdk.load.test.util.ExpectedRecordMapper
 import io.airbyte.cdk.load.test.util.OutputRecord
-import io.airbyte.integrations.destination.clickhouse.config.toClickHouseCompatibleName
+import io.airbyte.integrations.destination.clickhouse.schema.toClickHouseCompatibleName
 import java.math.RoundingMode
 import java.time.LocalTime
 import java.time.ZoneOffset
--- a/airbyte-integrations/connectors/destination-clickhouse/src/test-integration/kotlin/io/airbyte/integrations/destination/clickhouse/write/load/ClickhouseAcceptanceTest.kt
+++ b/airbyte-integrations/connectors/destination-clickhouse/src/test-integration/kotlin/io/airbyte/integrations/destination/clickhouse/write/load/ClickhouseAcceptanceTest.kt
@@ -30,8 +30,8 @@ import io.airbyte.cdk.load.write.UnknownTypesBehavior
 import io.airbyte.integrations.destination.clickhouse.ClickhouseConfigUpdater
 import io.airbyte.integrations.destination.clickhouse.ClickhouseContainerHelper
 import io.airbyte.integrations.destination.clickhouse.Utils
-import io.airbyte.integrations.destination.clickhouse.config.toClickHouseCompatibleName
 import io.airbyte.integrations.destination.clickhouse.fixtures.ClickhouseExpectedRecordMapper
+import io.airbyte.integrations.destination.clickhouse.schema.toClickHouseCompatibleName
 import io.airbyte.integrations.destination.clickhouse.spec.ClickhouseConfiguration
 import io.airbyte.integrations.destination.clickhouse.spec.ClickhouseConfigurationFactory
 import io.airbyte.integrations.destination.clickhouse.spec.ClickhouseSpecificationOss
--- a/airbyte-integrations/connectors/destination-clickhouse/src/test/kotlin/io/airbyte/integrations/destination/clickhouse/client/ClickhouseAirbyteClientTest.kt
+++ b/airbyte-integrations/connectors/destination-clickhouse/src/test/kotlin/io/airbyte/integrations/destination/clickhouse/client/ClickhouseAirbyteClientTest.kt
@@ -21,7 +21,6 @@ import io.airbyte.cdk.load.schema.model.StreamTableSchema
 import io.airbyte.cdk.load.schema.model.TableName
 import io.airbyte.cdk.load.table.ColumnNameMapping
 import io.airbyte.cdk.load.table.TempTableNameGenerator
-import io.airbyte.integrations.destination.clickhouse.config.ClickhouseFinalTableNameGenerator
 import io.mockk.coEvery
 import io.mockk.coVerify
 import io.mockk.coVerifyOrder
@@ -39,8 +38,6 @@ class ClickhouseAirbyteClientTest {
    // Mocks
    private val client: ClickHouseClientRaw = mockk(relaxed = true)
    private val clickhouseSqlGenerator: ClickhouseSqlGenerator = mockk(relaxed = true)
-    private val clickhouseFinalTableNameGenerator: ClickhouseFinalTableNameGenerator =
-        mockk(relaxed = true)
    private val tempTableNameGenerator: TempTableNameGenerator = mockk(relaxed = true)

    // Client
@@ -105,7 +102,6 @@ class ClickhouseAirbyteClientTest {
            alterTableStatement
        coEvery { clickhouseAirbyteClient.execute(alterTableStatement) } returns
            mockk(relaxed = true)
-        every { clickhouseFinalTableNameGenerator.getTableName(any()) } returns mockTableName

        mockCHSchemaWithAirbyteColumns()

@@ -172,7 +168,6 @@ class ClickhouseAirbyteClientTest {

        coEvery { clickhouseAirbyteClient.execute(any()) } returns mockk(relaxed = true)
        every { tempTableNameGenerator.generate(any()) } returns tempTableName
-        every { clickhouseFinalTableNameGenerator.getTableName(any()) } returns finalTableName

        mockCHSchemaWithAirbyteColumns()

@@ -226,8 +221,6 @@ class ClickhouseAirbyteClientTest {
    fun `test ensure schema matches fails if no airbyte columns`() = runTest {
        val finalTableName = TableName("fin", "al")

-        every { clickhouseFinalTableNameGenerator.getTableName(any()) } returns finalTableName
-
        val columnMapping = ColumnNameMapping(mapOf())
        val stream =
            mockk<DestinationStream> {
--- a/airbyte-integrations/connectors/destination-clickhouse/src/test/kotlin/io/airbyte/integrations/destination/clickhouse/config/ClickhouseNameGeneratorTest.kt
+++ b/airbyte-integrations/connectors/destination-clickhouse/src/test/kotlin/io/airbyte/integrations/destination/clickhouse/config/ClickhouseNameGeneratorTest.kt
@@ -2,13 +2,13 @@
 * Copyright (c) 2025 Airbyte, Inc., all rights reserved.
 */

-package io.airbyte.integrations.destination.clickhouse.config
+package io.airbyte.integrations.destination.clickhouse.schema

 import java.util.UUID
 import org.junit.jupiter.api.Assertions
 import org.junit.jupiter.api.Test

-class ClickhouseNameGeneratorTest {
+class ClickhouseNamingUtilsTest {
    @Test
    fun `toClickHouseCompatibleName replaces special characters with underscores`() {
        Assertions.assertEquals("hello_world", "hello world".toClickHouseCompatibleName())
--- a/airbyte-integrations/connectors/source-google-ads/metadata.yaml
+++ b/airbyte-integrations/connectors/source-google-ads/metadata.yaml
@@ -11,7 +11,7 @@ data:
  connectorSubtype: api
  connectorType: source
  definitionId: 253487c0-2246-43ba-a21f-5116b20a2c50
-  dockerImageTag: 4.1.3
+  dockerImageTag: 4.1.4-rc.1
  dockerRepository: airbyte/source-google-ads
  documentationUrl: https://docs.airbyte.com/integrations/sources/google-ads
  externalDocumentationUrls:
@@ -37,7 +37,7 @@ data:
  releaseStage: generally_available
  releases:
    rolloutConfiguration:
-      enableProgressiveRollout: false
+      enableProgressiveRollout: true
    breakingChanges:
      1.0.0:
        message: This release introduces fixes to custom query schema creation. Users should refresh the source schema and reset affected streams after upgrading to ensure uninterrupted syncs.
--- a/airbyte-integrations/connectors/source-google-ads/poetry.lock
+++ b/airbyte-integrations/connectors/source-google-ads/poetry.lock
@@ -2,14 +2,14 @@

 [[package]]
 name = "airbyte-cdk"
-version = "7.4.5"
+version = "7.5.1.post3.dev19705070276"
 description = "A framework for writing Airbyte Connectors."
 optional = false
 python-versions = "<3.14,>=3.10"
 groups = ["main"]
 files = [
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 ]

 [[package]]
@@ -2943,4 +2943,4 @@ files = [
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.10,<3.12"
-content-hash = "edf4d29a4e9bfc41d341b7fd08e31d621b69b9fe516b4446200da3de0f325aaa"
+content-hash = "8cb4584a1c2360f62df03bfcab503c4028f0d0d2f12823913af87522b17732e7"
--- a/airbyte-integrations/connectors/source-google-ads/pyproject.toml
+++ b/airbyte-integrations/connectors/source-google-ads/pyproject.toml
@@ -3,7 +3,7 @@ requires = [ "poetry-core>=1.0.0",]
 build-backend = "poetry.core.masonry.api"

 [tool.poetry]
-version = "4.1.3"
+version = "4.1.4-rc.1"
 name = "source-google-ads"
 description = "Source implementation for Google Ads."
 authors = [ "Airbyte <contact@airbyte.io>",]
@@ -20,7 +20,7 @@ python = "^3.10,<3.12"
 google-ads = "==27.0.0"
 protobuf = "==4.25.2"
 pendulum = "<3.0.0"
-airbyte-cdk = "^7.4.1"
+airbyte-cdk = "^7.5.1.post3.dev19705070276"

 [tool.poetry.scripts]
 source-google-ads = "source_google_ads.run:run"
--- a/airbyte-integrations/connectors/source-google-ads/source_google_ads/components.py
+++ b/airbyte-integrations/connectors/source-google-ads/source_google_ads/components.py
@@ -697,6 +697,7 @@ class CustomGAQueryHttpRequester(HttpRequester):
    def __post_init__(self, parameters: Mapping[str, Any]):
        super().__post_init__(parameters=parameters)
        self.query = GAQL.parse(parameters.get("query"))
+        self.stream_response = True

    @staticmethod
    def is_metrics_in_custom_query(query: GAQL) -> bool:
@@ -761,6 +762,17 @@ class CustomGAQueryHttpRequester(HttpRequester):
        return self.query[from_index + 4 :].strip()


+class CustomGAQueryClickViewHttpRequester(CustomGAQueryHttpRequester):
+    @staticmethod
+    def _insert_segments_date_expr(query: GAQL, start_date: str, end_date: str) -> GAQL:
+        if "segments.date" not in query.fields:
+            query = query.append_field("segments.date")
+        condition = f"segments.date ='{start_date}'"
+        if query.where:
+            return query.set_where(query.where + " AND " + condition)
+        return query.set_where(condition)
+
+
@dataclass()
 class CustomGAQuerySchemaLoader(SchemaLoader):
    """
--- a/airbyte-integrations/connectors/source-google-ads/source_google_ads/manifest.yaml
+++ b/airbyte-integrations/connectors/source-google-ads/source_google_ads/manifest.yaml
@@ -65,27 +65,15 @@ definitions:
      field_path:
        - results

-  cursor_paginator:
-    type: DefaultPaginator
-    pagination_strategy:
-      type: CursorPagination
-      cursor_value: "{{ response.get('nextPageToken', '') }}"
-      stop_condition: "{{ response.get('nextPageToken', '') is none }}"
-    page_token_option:
-      type: RequestOption
-      inject_into: body_json
-      field_path: ["page_token"]
-
  base_retriever:
    type: SimpleRetriever
    requester:
      $ref: "#/definitions/stream_requester"
    record_selector:
      $ref: "#/definitions/base_selector"
-    paginator:
-      $ref: "#/definitions/cursor_paginator"
    decoder:
-      type: JsonDecoder
+      type: CustomDecoder
+      class_name: "source_google_ads.components.GoogleAdsStreamingDecoder"

  stream_base:
    type: DeclarativeStream
@@ -199,7 +187,7 @@ definitions:
              $ref: "#/schemas"
          authenticator:
            $ref: "#/definitions/authenticator"
-          url_base: "https://googleads.googleapis.com/v20/{{ stream_partition['customer_id'] }}/googleAds:search"
+          url_base: "https://googleads.googleapis.com/v20/{{ stream_partition['customer_id'] }}/googleAds:searchStream"
          http_method: POST
          error_handler:
            $ref: "#/definitions/base_error_handler"
@@ -224,7 +212,7 @@ definitions:
    incremental_stream:
      $ref: "#/definitions/incremental_stream_base"
      $parameters:
-        url_base: "https://googleads.googleapis.com/v20/{{ stream_partition['parent_slice']['customer_id'] }}/googleAds:search"
+        url_base: "https://googleads.googleapis.com/v20/{{ stream_partition['parent_slice']['customer_id'] }}/googleAds:searchStream"
      retriever:
        type: CustomRetriever
        class_name: "source_google_ads.components.CriterionRetriever"
@@ -240,8 +228,6 @@ definitions:
          http_method: POST
          error_handler:
            $ref: "#/definitions/base_error_handler"
-        paginator:
-          $ref: "#/definitions/cursor_paginator"
        record_selector:
          type: RecordSelector
          extractor:
@@ -297,8 +283,6 @@ definitions:
        $ref: "#/definitions/base_requester"
        url_base: "https://googleads.googleapis.com/v20/customers:listAccessibleCustomers"
        http_method: GET
-      paginator:
-        type: NoPagination
      record_selector:
        extractor:
          type: CustomRecordExtractor
@@ -422,11 +406,6 @@ definitions:
            parent_key: "clientCustomer"
            partition_field: "customer_id"
            stream: "#/definitions/customer_client"
-      decoder:
-        type: CustomDecoder
-        class_name: "source_google_ads.components.GoogleAdsStreamingDecoder"
-      paginator:
-        type: NoPagination
    transformations:
      - type: CustomTransformation
        class_name: "source_google_ads.components.KeysToSnakeCaseGoogleAdsTransformation"
@@ -487,13 +466,6 @@ definitions:

  ad_group_ad_stream:
    $ref: "#/definitions/incremental_stream_base"
-    retriever:
-      $ref: "#/definitions/incremental_stream_base/retriever"
-      paginator:
-        type: NoPagination
-      decoder:
-        type: CustomDecoder
-        class_name: "source_google_ads.components.GoogleAdsStreamingDecoder"
    name: ad_group_ad
    primary_key:
      - ad_group.id
@@ -665,12 +637,10 @@ definitions:
            $ref: "#/schemas/click_view"
        authenticator:
          $ref: "#/definitions/authenticator"
-        url_base: "https://googleads.googleapis.com/v20/{{ stream_partition['customer_id'] }}/googleAds:search"
+        url_base: "https://googleads.googleapis.com/v20/{{ stream_partition['customer_id'] }}/googleAds:searchStream"
        http_method: POST
        error_handler:
          $ref: "#/definitions/base_error_handler"
-      paginator:
-        $ref: "#/definitions/cursor_paginator"
    incremental_sync:
      type: DatetimeBasedCursor
      cursor_field: segments.date
@@ -859,8 +829,6 @@ definitions:
        error_handler:
          $ref: "#/definitions/base_error_handler"
        name: change_status
-      paginator:
-        $ref: "#/definitions/cursor_paginator"
      pagination_reset:
        type: PaginationReset
        action: SPLIT_USING_CURSOR
@@ -1030,14 +998,6 @@ definitions:
              )
            }}
          create_or_update: true
-        - type: ComponentMappingDefinition
-          field_path:
-            - retriever
-            - requester
-            - $parameters
-            - query
-          value: "{{ components_values.get('query', None) }}"
-          create_or_update: true
        - type: ComponentMappingDefinition
          field_path:
            - retriever
@@ -1085,6 +1045,130 @@ definitions:
              )
            }}
          create_or_update: true
+        - type: ComponentMappingDefinition
+          field_path:
+            - incremental_sync
+            - step
+          value: "P1D"
+          condition: >-
+            {{
+              (
+                (
+                  components_values.get('query', '').count('segments.date') == 1
+                  and (components_values.get('query') | regex_search('(?i)(\\bSELECT\\b[\\s\\S]*?segments\\.date[\\s\\S]*?\\bFROM\\b)'))
+                )
+                or
+                (
+                  components_values.get('query', '').count('segments.date') == 2
+                  and (components_values.get('query') | regex_search('(?i)(\\bSELECT\\b[\\s\\S]*?segments\\.date[\\s\\S]*?\\bFROM\\b)'))
+                  and (components_values.get('query') | regex_search('(?i)(\\bORDER\\s+BY\\b[\\s\\S]*?segments\\.date)'))
+                )
+              ) and components_values.get('query', '') | regex_search('(?i)(\\bFROM\\s+click_view\\b)')
+            }}
+          create_or_update: true
+        - type: ComponentMappingDefinition
+          field_path:
+            - incremental_sync
+            - start_datetime
+          value: >-
+            {
+              "type": "MinMaxDatetime",
+              "datetime": "{{ max(config.get('start_date', day_delta(-90, format='%Y-%m-%d')), day_delta(-90, format='%Y-%m-%d')) }}",
+              "datetime_format": "%Y-%m-%d"
+            }
+          condition: >-
+            {{
+              (
+                (
+                  components_values.get('query', '').count('segments.date') == 1
+                  and (components_values.get('query') | regex_search('(?i)(\\bSELECT\\b[\\s\\S]*?segments\\.date[\\s\\S]*?\\bFROM\\b)'))
+                )
+                or
+                (
+                  components_values.get('query', '').count('segments.date') == 2
+                  and (components_values.get('query') | regex_search('(?i)(\\bSELECT\\b[\\s\\S]*?segments\\.date[\\s\\S]*?\\bFROM\\b)'))
+                  and (components_values.get('query') | regex_search('(?i)(\\bORDER\\s+BY\\b[\\s\\S]*?segments\\.date)'))
+                )
+              ) and components_values.get('query', '') | regex_search('(?i)(\\bFROM\\s+click_view\\b)')
+            }}
+          create_or_update: true
+        - type: ComponentMappingDefinition
+          field_path:
+            - incremental_sync
+            - end_datetime
+          value: >-
+            {
+              "type": "MinMaxDatetime",
+              "datetime": "{{ format_datetime((str_to_datetime(config.get('end_date')) if config.get('end_date') else now_utc()) + duration('P1D'), '%Y-%m-%d') }}",
+              "datetime_format": "%Y-%m-%d"
+            }
+          condition: >-
+            {{
+              (
+                (
+                  components_values.get('query', '').count('segments.date') == 1
+                  and (components_values.get('query') | regex_search('(?i)(\\bSELECT\\b[\\s\\S]*?segments\\.date[\\s\\S]*?\\bFROM\\b)'))
+                )
+                or
+                (
+                  components_values.get('query', '').count('segments.date') == 2
+                  and (components_values.get('query') | regex_search('(?i)(\\bSELECT\\b[\\s\\S]*?segments\\.date[\\s\\S]*?\\bFROM\\b)'))
+                  and (components_values.get('query') | regex_search('(?i)(\\bORDER\\s+BY\\b[\\s\\S]*?segments\\.date)'))
+                )
+              ) and components_values.get('query', '') | regex_search('(?i)(\\bFROM\\s+click_view\\b)')
+            }}
+          create_or_update: true
+        - type: ComponentMappingDefinition
+          field_path:
+            - incremental_sync
+            - cursor_granularity
+          value: P1D
+          condition: >-
+            {{
+              (
+                (
+                  components_values.get('query', '').count('segments.date') == 1
+                  and (components_values.get('query') | regex_search('(?i)(\\bSELECT\\b[\\s\\S]*?segments\\.date[\\s\\S]*?\\bFROM\\b)'))
+                )
+                or
+                (
+                  components_values.get('query', '').count('segments.date') == 2
+                  and (components_values.get('query') | regex_search('(?i)(\\bSELECT\\b[\\s\\S]*?segments\\.date[\\s\\S]*?\\bFROM\\b)'))
+                  and (components_values.get('query') | regex_search('(?i)(\\bORDER\\s+BY\\b[\\s\\S]*?segments\\.date)'))
+                )
+              ) and components_values.get('query', '') | regex_search('(?i)(\\bFROM\\s+click_view\\b)')
+            }}
+          create_or_update: true
+        - type: ComponentMappingDefinition
+          field_path:
+            - retriever
+            - requester
+            - class_name
+          value: "source_google_ads.components.CustomGAQueryClickViewHttpRequester"
+          condition: >-
+            {{
+              (
+                (
+                  components_values.get('query', '').count('segments.date') == 1
+                  and (components_values.get('query') | regex_search('(?i)(\\bSELECT\\b[\\s\\S]*?segments\\.date[\\s\\S]*?\\bFROM\\b)'))
+                )
+                or
+                (
+                  components_values.get('query', '').count('segments.date') == 2
+                  and (components_values.get('query') | regex_search('(?i)(\\bSELECT\\b[\\s\\S]*?segments\\.date[\\s\\S]*?\\bFROM\\b)'))
+                  and (components_values.get('query') | regex_search('(?i)(\\bORDER\\s+BY\\b[\\s\\S]*?segments\\.date)'))
+                )
+              ) and components_values.get('query', '') | regex_search('(?i)(\\bFROM\\s+click_view\\b)')
+            }}
+          create_or_update: true
+        - type: ComponentMappingDefinition
+          field_path:
+            - retriever
+            - requester
+            - $parameters
+            - query
+          value: "{{ components_values.get('query', None) }}"
+          create_or_update: true
        - type: ComponentMappingDefinition
          field_path:
            - retriever
--- a/airbyte-integrations/connectors/source-google-ads/unit_tests/test_empty_streams.py
+++ b/airbyte-integrations/connectors/source-google-ads/unit_tests/test_empty_streams.py
@@ -1,16 +1,27 @@
 # Copyright (c) 2023 Airbyte, Inc., all rights reserved.

 import json
+import re
 from unittest.mock import MagicMock

 import pytest
-from source_google_ads.components import GAQL
-from source_google_ads.source import SourceGoogleAds
+from freezegun import freeze_time
+
+from airbyte_cdk.test.state_builder import StateBuilder

 from .conftest import Obj, find_stream, get_source, read_full_refresh


 def test_query_shopping_performance_view_stream(customers, config, requests_mock):
+    """
+    Test that shopping_performance_view stream correctly processes and transforms data.
+
+    Verifies:
+    - OAuth token refresh
+    - Customer account fetching
+    - GAQL query generation with date filtering
+    - Record transformation (PascalCase -> snake_case, flattening)
+    """
    config["end_date"] = "2021-01-10"
    config["conversion_window_days"] = 3
    config["credentials"]["access_token"] = "access_token"
@@ -108,6 +119,16 @@ def test_query_shopping_performance_view_stream(customers, config, requests_mock


 def test_custom_query_stream(customers, config_for_custom_query_tests, requests_mock, mocker):
+    """
+    Test that custom query streams correctly generate schemas and execute queries.
+
+    Verifies:
+    - CustomGAQuerySchemaLoader dynamically generates JSON schema from Google Ads API metadata
+    - Enum types are properly handled with all possible values
+    - Date fields get the correct "format": "date" annotation
+    - Incremental queries are properly transformed with date range filters
+    - Record transformation matches expectations
+    """
    config_for_custom_query_tests["end_date"] = "2021-01-10"
    config_for_custom_query_tests["conversion_window_days"] = 1
    config_for_custom_query_tests["credentials"]["access_token"] = "access_token"
@@ -238,7 +259,7 @@ def test_custom_query_stream(customers, config_for_custom_query_tests, requests_
@pytest.mark.parametrize(
    "query, expected_incremental_sync",
    [
-        ("\n select ad.id, segments.date, ad.resource_name\nfrom\nad", True),
+        ("\tselect\rad.id,\tsegments.date,\tad.resource_name\nfrom\nad", True),
        ("\nselect ad.id, segments.date from ad", True),
        ("select ad.id, segments.date\nfrom\nad\norder\n  by segments.date", True),
        ("\nselect\nad.id,\nsegments.date\nfrom\nad\norder\n  by segments.date", True),
@@ -266,21 +287,216 @@ def test_custom_query_stream(customers, config_for_custom_query_tests, requests_
            "SELECT ad_group_ad.ad.name, segments.date FROM ad_group_ad WHERE segments.date DURING LAST_30_DAYS ORDER BY ad_group_ad.ad.name",
            False,
        ),
+        # Click view queries - incremental detection only (step override tested in test_custom_query_click_view_retention_and_step)
+        ("SELECT click_view.gclid, segments.date FROM click_view", True),
+        ("select click_view.gclid, segments.date from click_view", True),
+        ("SELECT click_view.gclid, segments.date FROM click_view ORDER BY segments.date", True),
+        ("SELECT click_view.gclid, segments.date FROM click_view ORDER BY segments.date ASC", True),
+        (
+            """SELECT
+                click_view.gclid,
+                segments.date
+            FROM
+                click_view""",
+            True,
+        ),
+        (
+            "SELECT click_view.gclid, click_view.ad_group_ad, segments.date FROM click_view WHERE segments.date BETWEEN '2025-10-21' AND '2025-10-21'",
+            False,
+        ),
    ],
 )
-def test_custom_query_stream_with_different_queries(query, expected_incremental_sync, config_for_custom_query_tests, requests_mock):
+def test_custom_query_stream_with_different_queries(query, expected_incremental_sync, config_for_custom_query_tests):
+    """
+    Test that the manifest regex correctly identifies incremental queries and assigns correct requester class.
+
+    Verifies that queries with segments.date are correctly detected by the ComponentMappingDefinition
+    regex patterns and configured as incremental streams. The condition matches:
+    - 1 segments.date with SELECT...FROM pattern, OR
+    - 2 segments.date with SELECT...FROM AND ORDER BY patterns
+
+    Also verifies that incremental click_view queries use CustomGAQueryClickViewHttpRequester.
+
+    Note: Step override behavior is tested in test_custom_query_click_view_retention_and_step.
+    """
    config = config_for_custom_query_tests
    config["custom_queries_array"][0]["query"] = query

    streams = get_source(config=config).streams(config=config)
    stream = next(filter(lambda s: s.name == "custom_ga_query", streams))

-    # Verify that the regex matching in the manifest correctly applies incremental sync
-    # by checking the stream_cursor_field which is set by the ComponentMappingDefinition
-    # The condition matches:
-    # - 1 segments.date with SELECT...FROM pattern, OR
-    # - 2 segments.date with SELECT...FROM AND ORDER BY...LIMIT patterns
+    # Verify that the regex matching correctly identifies incremental vs full-refresh queries
    if expected_incremental_sync:
        assert stream.cursor_field == "segments.date", f"Stream cursor field should be 'segments.date' for query: {query}"
    else:
        assert stream.cursor_field != "segments.date", f"Stream should not have segments.date as cursor field for query: {query}"
+
+    # Check if this is a click_view query using regex (case-insensitive)
+    # Matches patterns like: "FROM click_view", "from CLICK_VIEW", etc.
+    is_click_view = bool(re.search(r"\bFROM\s+click_view\b", query, re.IGNORECASE))
+
+    # Verify the requester class for incremental queries
+    # Access chain: stream -> partition_generator -> partition_factory -> retriever -> requester
+    # This retrieves the HTTP requester instance to verify its class type
+    requester_class_name = stream._stream_partition_generator._partition_factory._retriever.requester.__class__.__name__
+    if expected_incremental_sync and is_click_view:
+        assert requester_class_name == "CustomGAQueryClickViewHttpRequester", (
+            f"Click view incremental queries should use CustomGAQueryClickViewHttpRequester.\n"
+            f"Query: {query}\n"
+            f"Actual requester class: {requester_class_name}"
+        )
+    else:
+        assert requester_class_name == "CustomGAQueryHttpRequester", (
+            f"Regular queries should use CustomGAQueryHttpRequester.\n"
+            f"Query: {query}\n"
+            f"Actual requester class: {requester_class_name}"
+        )
+
+
+@pytest.mark.parametrize(
+    "query, has_metrics",
+    [
+        ("SELECT campaign.id, metrics.clicks, segments.date FROM campaign", True),
+        ("SELECT ad_group.name, metrics.impressions, segments.date FROM ad_group", True),
+        ("SELECT campaign.name, metrics.cost_micros FROM campaign", True),
+        ("SELECT campaign.id, campaign.name, segments.date FROM campaign", False),
+        ("SELECT ad_group.id, segments.date FROM ad_group", False),
+    ],
+    ids=["metrics_clicks", "metrics_impressions", "metrics_cost", "no_metrics_1", "no_metrics_2"],
+)
+def test_custom_query_partition_router_for_metrics(query, has_metrics, config_for_custom_query_tests):
+    """
+    Test that partition router is correctly added for queries with metrics.
+
+    Verifies that the ComponentMappingDefinition in manifest correctly
+    adds the customer_client_non_manager partition router when the query contains 'metrics'.
+    """
+    config = config_for_custom_query_tests.copy()
+    stream_name = "test_partition"
+    config["custom_queries_array"] = [
+        {
+            "query": query,
+            "table_name": stream_name,
+        }
+    ]
+
+    streams = get_source(config=config).streams(config=config)
+    stream = next(filter(lambda s: s.name == stream_name, streams))
+
+    # Navigate through the stream's partition routing structure to get the parent stream query
+    # When metrics are present, the ComponentMappingDefinition adds a partition router with
+    # customer_client_non_manager as the parent stream, which filters to non-manager accounts
+    stream_slicer = stream._stream_partition_generator._stream_slicer
+    partition_router = stream_slicer._partition_router if hasattr(stream_slicer, "_partition_router") else stream_slicer
+    parent_stream = partition_router.parent_stream_configs[0].stream
+    parent_stream_requester = parent_stream._stream_partition_generator._partition_factory._retriever.requester
+    parent_query = parent_stream_requester.request_options_provider.request_body_json["query"]
+
+    # Verify the parent stream query differs based on whether metrics are present
+    # Metrics queries need customer partitioning (manager = FALSE filter)
+    if has_metrics:
+        assert (
+            parent_query
+            == "SELECT customer_client.client_customer, customer_client.level, customer_client.id, customer_client.manager, customer_client.time_zone, customer_client.status FROM customer_client WHERE customer_client.manager = FALSE"
+        )
+    else:
+        assert (
+            parent_query
+            == "SELECT\n  customer_client.client_customer,\n  customer_client.level,\n  customer_client.id,\n  customer_client.manager,\n  customer_client.time_zone,\n  customer_client.status\nFROM\n  customer_client\n"
+        )
+
+
+@pytest.mark.parametrize(
+    "query, is_click_view",
+    [
+        # Click view queries should have 90-day retention and P1D step
+        ("SELECT click_view.gclid, segments.date FROM click_view", True),
+        ("SELECT\tclick_view.gclid,\tsegments.date\tFROM\tclick_view\tORDER\tBY\tsegments.date", True),
+        ("select click_view.ad_group_ad, segments.date from click_view", True),
+        # Regular queries should use config.start_date and P14D step
+        ("SELECT ad_group.id, segments.date FROM ad_group", False),
+        ("SELECT campaign.name, segments.date FROM campaign ORDER BY segments.date", False),
+    ],
+)
+@pytest.mark.parametrize(
+    "state_date, expected_start_click_view, expected_start_regular",
+    [
+        # No state - use retention dates
+        # click_view: 2025-01-01 minus 90 days = 2024-10-03
+        # regular: config.start_date = 2023-06-01
+        (None, "2024-10-03", "2023-06-01"),
+        # State within retention - use state date
+        # Both use state date since it's within the allowed range
+        ("2024-12-01", "2024-12-01", "2024-12-01"),
+        # State before retention - click_view enforces retention, regular uses state
+        # click_view: Ignores old state, uses 2024-10-03 (90-day limit)
+        # regular: Uses state date 2024-01-01
+        ("2024-01-01", "2024-10-03", "2024-01-01"),
+    ],
+    ids=["no_state", "state_within_retention", "state_before_retention"],
+)
+@freeze_time("2025-01-01")
+def test_custom_query_click_view_retention_and_step(
+    query, is_click_view, state_date, expected_start_click_view, expected_start_regular, config_for_custom_query_tests
+):
+    """
+    Test that click_view custom queries have correct step override and retention.
+
+    This test freezes time to 2025-01-01 and verifies:
+    - click_view queries: P1D step (1 day) - verifies step override in manifest (lines 1033-1053)
+    - click_view queries: 90-day retention via start_datetime override in manifest (lines 1054-1079)
+    - regular queries: P14D step (14 days) - default for incremental queries
+    - regular queries: use config.start_date for retention
+
+    Tests three state scenarios:
+    1. No state - uses retention dates
+    2. State within retention - uses state date
+    3. State before retention - click_view enforces retention, regular uses state
+    """
+    config = config_for_custom_query_tests.copy()
+    config["start_date"] = "2023-06-01"
+    stream_name = "test_query"
+    config["custom_queries_array"] = [
+        {
+            "query": query,
+            "table_name": stream_name,
+        }
+    ]
+
+    # Create source with or without state
+    if state_date:
+        state = StateBuilder().with_stream_state(stream_name, {"state": {"segments.date": state_date}}).build()
+        streams = get_source(config=config, state=state).streams(config=config)
+    else:
+        streams = get_source(config=config).streams(config=config)
+
+    stream = next(filter(lambda s: s.name == stream_name, streams))
+
+    # Verify incremental sync is enabled (all these queries have segments.date)
+    assert stream.cursor_field == "segments.date", f"Stream cursor field should be 'segments.date' for: {query}"
+
+    # Verify step override (P1D for click_view, P14D for regular)
+    cursor = stream.cursor._create_cursor(stream.cursor._global_cursor)
+    actual_step_days = cursor._slice_range.days
+    expected_step_days = 1 if is_click_view else 14
+
+    assert actual_step_days == expected_step_days, (
+        f"Step days mismatch.\n"
+        f"Query: {query}\n"
+        f"State: {state_date}\n"
+        f"Expected: {expected_step_days} days\n"
+        f"Actual: {actual_step_days} days"
+    )
+
+    # Verify start date (retention behavior)
+    expected_start_date = expected_start_click_view if is_click_view else expected_start_regular
+    actual_start_date = cursor.state["segments.date"]
+
+    assert actual_start_date == expected_start_date, (
+        f"Start date mismatch.\n"
+        f"Query: {query}\n"
+        f"State: {state_date}\n"
+        f"Expected start date: {expected_start_date}\n"
+        f"Actual start date: {actual_start_date}\n"
+        f"Click view should enforce 90-day retention (2024-10-03), regular queries use config.start_date or state."
+    )
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/init.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/init.py
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/config.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/config.py
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/request_builder.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/request_builder.py
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/response_builder.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/response_builder.py
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_billable_rates.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_billable_rates.py
@@ -13,8 +13,8 @@ from airbyte_cdk.test.catalog_builder import CatalogBuilder
 from airbyte_cdk.test.entrypoint_wrapper import read
 from airbyte_cdk.test.mock_http import HttpMocker, HttpRequest, HttpResponse
 from airbyte_cdk.test.state_builder import StateBuilder
-from integration.config import ConfigBuilder
-from integration.request_builder import HarvestRequestBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import HarvestRequestBuilder


 _NOW = datetime.now(timezone.utc)
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_clients.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_clients.py
@@ -12,9 +12,9 @@ from airbyte_cdk.test.catalog_builder import CatalogBuilder
 from airbyte_cdk.test.entrypoint_wrapper import read
 from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
 from airbyte_cdk.test.state_builder import StateBuilder
-from integration.config import ConfigBuilder
-from integration.request_builder import HarvestRequestBuilder
-from integration.response_builder import HarvestPaginatedResponseBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import HarvestRequestBuilder
+from mock_server.response_builder import HarvestPaginatedResponseBuilder


 _NOW = datetime.now(timezone.utc)
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_company.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_company.py
@@ -11,7 +11,7 @@ from airbyte_cdk.models import SyncMode
 from airbyte_cdk.test.catalog_builder import CatalogBuilder
 from airbyte_cdk.test.entrypoint_wrapper import read
 from airbyte_cdk.test.mock_http import HttpMocker, HttpRequest, HttpResponse
-from integration.config import ConfigBuilder
+from mock_server.config import ConfigBuilder


 _NOW = datetime.now(timezone.utc)
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_contacts.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_contacts.py
@@ -12,8 +12,8 @@ from airbyte_cdk.test.catalog_builder import CatalogBuilder
 from airbyte_cdk.test.entrypoint_wrapper import read
 from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
 from airbyte_cdk.test.state_builder import StateBuilder
-from integration.config import ConfigBuilder
-from integration.request_builder import HarvestRequestBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import HarvestRequestBuilder


 _NOW = datetime.now(timezone.utc)
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_cost_rates.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_cost_rates.py
@@ -11,8 +11,8 @@ from airbyte_cdk.test.catalog_builder import CatalogBuilder
 from airbyte_cdk.test.entrypoint_wrapper import read
 from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
 from airbyte_cdk.test.state_builder import StateBuilder
-from integration.config import ConfigBuilder
-from integration.request_builder import HarvestRequestBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import HarvestRequestBuilder


 _STREAM_NAME = "cost_rates"
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_estimate_item_categories.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_estimate_item_categories.py
@@ -11,8 +11,8 @@ from airbyte_cdk.test.catalog_builder import CatalogBuilder
 from airbyte_cdk.test.entrypoint_wrapper import read
 from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
 from airbyte_cdk.test.state_builder import StateBuilder
-from integration.config import ConfigBuilder
-from integration.request_builder import HarvestRequestBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import HarvestRequestBuilder


 _STREAM_NAME = "estimate_item_categories"
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_estimate_messages.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_estimate_messages.py
@@ -12,8 +12,8 @@ from airbyte_cdk.test.catalog_builder import CatalogBuilder
 from airbyte_cdk.test.entrypoint_wrapper import read
 from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
 from airbyte_cdk.test.state_builder import StateBuilder
-from integration.config import ConfigBuilder
-from integration.request_builder import HarvestRequestBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import HarvestRequestBuilder


 _STREAM_NAME = "estimate_messages"
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_estimates.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_estimates.py
@@ -12,8 +12,8 @@ from airbyte_cdk.test.catalog_builder import CatalogBuilder
 from airbyte_cdk.test.entrypoint_wrapper import read
 from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
 from airbyte_cdk.test.state_builder import StateBuilder
-from integration.config import ConfigBuilder
-from integration.request_builder import HarvestRequestBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import HarvestRequestBuilder


 _NOW = datetime.now(timezone.utc)
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_expense_categories.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_expense_categories.py
@@ -11,8 +11,8 @@ from airbyte_cdk.test.catalog_builder import CatalogBuilder
 from airbyte_cdk.test.entrypoint_wrapper import read
 from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
 from airbyte_cdk.test.state_builder import StateBuilder
-from integration.config import ConfigBuilder
-from integration.request_builder import HarvestRequestBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import HarvestRequestBuilder


 _STREAM_NAME = "expense_categories"
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_expenses.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_expenses.py
@@ -12,8 +12,8 @@ from airbyte_cdk.test.catalog_builder import CatalogBuilder
 from airbyte_cdk.test.entrypoint_wrapper import read
 from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
 from airbyte_cdk.test.state_builder import StateBuilder
-from integration.config import ConfigBuilder
-from integration.request_builder import HarvestRequestBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import HarvestRequestBuilder


 _NOW = datetime.now(timezone.utc)
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_expenses_categories.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_expenses_categories.py
@@ -12,8 +12,8 @@ from airbyte_cdk.test.catalog_builder import CatalogBuilder
 from airbyte_cdk.test.entrypoint_wrapper import read
 from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
 from airbyte_cdk.test.state_builder import StateBuilder
-from integration.config import ConfigBuilder
-from integration.request_builder import HarvestRequestBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import HarvestRequestBuilder


 _STREAM_NAME = "expenses_categories"
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_expenses_clients.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_expenses_clients.py
@@ -12,8 +12,8 @@ from airbyte_cdk.test.catalog_builder import CatalogBuilder
 from airbyte_cdk.test.entrypoint_wrapper import read
 from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
 from airbyte_cdk.test.state_builder import StateBuilder
-from integration.config import ConfigBuilder
-from integration.request_builder import HarvestRequestBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import HarvestRequestBuilder


 _STREAM_NAME = "expenses_clients"
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_expenses_projects.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_expenses_projects.py
@@ -12,8 +12,8 @@ from airbyte_cdk.test.catalog_builder import CatalogBuilder
 from airbyte_cdk.test.entrypoint_wrapper import read
 from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
 from airbyte_cdk.test.state_builder import StateBuilder
-from integration.config import ConfigBuilder
-from integration.request_builder import HarvestRequestBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import HarvestRequestBuilder


 _STREAM_NAME = "expenses_projects"
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_expenses_team.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_expenses_team.py
@@ -12,8 +12,8 @@ from airbyte_cdk.test.catalog_builder import CatalogBuilder
 from airbyte_cdk.test.entrypoint_wrapper import read
 from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
 from airbyte_cdk.test.state_builder import StateBuilder
-from integration.config import ConfigBuilder
-from integration.request_builder import HarvestRequestBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import HarvestRequestBuilder


 _STREAM_NAME = "expenses_team"
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_invoice_item_categories.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_invoice_item_categories.py
@@ -11,8 +11,8 @@ from airbyte_cdk.test.catalog_builder import CatalogBuilder
 from airbyte_cdk.test.entrypoint_wrapper import read
 from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
 from airbyte_cdk.test.state_builder import StateBuilder
-from integration.config import ConfigBuilder
-from integration.request_builder import HarvestRequestBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import HarvestRequestBuilder


 _STREAM_NAME = "invoice_item_categories"
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_invoice_messages.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_invoice_messages.py
@@ -12,8 +12,8 @@ from airbyte_cdk.test.catalog_builder import CatalogBuilder
 from airbyte_cdk.test.entrypoint_wrapper import read
 from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
 from airbyte_cdk.test.state_builder import StateBuilder
-from integration.config import ConfigBuilder
-from integration.request_builder import HarvestRequestBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import HarvestRequestBuilder


 _STREAM_NAME = "invoice_messages"
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_invoice_payments.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_invoice_payments.py
@@ -12,8 +12,8 @@ from airbyte_cdk.test.catalog_builder import CatalogBuilder
 from airbyte_cdk.test.entrypoint_wrapper import read
 from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
 from airbyte_cdk.test.state_builder import StateBuilder
-from integration.config import ConfigBuilder
-from integration.request_builder import HarvestRequestBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import HarvestRequestBuilder


 _NOW = datetime.now(timezone.utc)
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_invoices.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_invoices.py
@@ -12,8 +12,8 @@ from airbyte_cdk.test.catalog_builder import CatalogBuilder
 from airbyte_cdk.test.entrypoint_wrapper import read
 from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
 from airbyte_cdk.test.state_builder import StateBuilder
-from integration.config import ConfigBuilder
-from integration.request_builder import HarvestRequestBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import HarvestRequestBuilder


 _NOW = datetime.now(timezone.utc)
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_project_assignments.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_project_assignments.py
@@ -13,8 +13,8 @@ from airbyte_cdk.test.catalog_builder import CatalogBuilder
 from airbyte_cdk.test.entrypoint_wrapper import read
 from airbyte_cdk.test.mock_http import HttpMocker, HttpRequest, HttpResponse
 from airbyte_cdk.test.state_builder import StateBuilder
-from integration.config import ConfigBuilder
-from integration.request_builder import HarvestRequestBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import HarvestRequestBuilder


 _NOW = datetime.now(timezone.utc)
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_project_budget.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_project_budget.py
@@ -11,8 +11,8 @@ from airbyte_cdk.models import SyncMode
 from airbyte_cdk.test.catalog_builder import CatalogBuilder
 from airbyte_cdk.test.entrypoint_wrapper import read
 from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
-from integration.config import ConfigBuilder
-from integration.request_builder import HarvestRequestBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import HarvestRequestBuilder


 _STREAM_NAME = "project_budget"
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_projects.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_projects.py
@@ -12,8 +12,8 @@ from airbyte_cdk.test.catalog_builder import CatalogBuilder
 from airbyte_cdk.test.entrypoint_wrapper import read
 from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
 from airbyte_cdk.test.state_builder import StateBuilder
-from integration.config import ConfigBuilder
-from integration.request_builder import HarvestRequestBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import HarvestRequestBuilder


 _NOW = datetime.now(timezone.utc)
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_roles.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_roles.py
@@ -12,8 +12,8 @@ from airbyte_cdk.test.catalog_builder import CatalogBuilder
 from airbyte_cdk.test.entrypoint_wrapper import read
 from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
 from airbyte_cdk.test.state_builder import StateBuilder
-from integration.config import ConfigBuilder
-from integration.request_builder import HarvestRequestBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import HarvestRequestBuilder


 _NOW = datetime.now(timezone.utc)
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_task_assignments.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_task_assignments.py
@@ -12,8 +12,8 @@ from airbyte_cdk.test.catalog_builder import CatalogBuilder
 from airbyte_cdk.test.entrypoint_wrapper import read
 from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
 from airbyte_cdk.test.state_builder import StateBuilder
-from integration.config import ConfigBuilder
-from integration.request_builder import HarvestRequestBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import HarvestRequestBuilder


 _NOW = datetime.now(timezone.utc)
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_tasks.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_tasks.py
@@ -12,8 +12,8 @@ from airbyte_cdk.test.catalog_builder import CatalogBuilder
 from airbyte_cdk.test.entrypoint_wrapper import read
 from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
 from airbyte_cdk.test.state_builder import StateBuilder
-from integration.config import ConfigBuilder
-from integration.request_builder import HarvestRequestBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import HarvestRequestBuilder


 _NOW = datetime.now(timezone.utc)
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_time_clients.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_time_clients.py
@@ -12,8 +12,8 @@ from airbyte_cdk.test.catalog_builder import CatalogBuilder
 from airbyte_cdk.test.entrypoint_wrapper import read
 from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
 from airbyte_cdk.test.state_builder import StateBuilder
-from integration.config import ConfigBuilder
-from integration.request_builder import HarvestRequestBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import HarvestRequestBuilder


 _STREAM_NAME = "time_clients"
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_time_entries.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_time_entries.py
@@ -12,8 +12,8 @@ from airbyte_cdk.test.catalog_builder import CatalogBuilder
 from airbyte_cdk.test.entrypoint_wrapper import read
 from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
 from airbyte_cdk.test.state_builder import StateBuilder
-from integration.config import ConfigBuilder
-from integration.request_builder import HarvestRequestBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import HarvestRequestBuilder


 _NOW = datetime.now(timezone.utc)
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_time_projects.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_time_projects.py
@@ -12,8 +12,8 @@ from airbyte_cdk.test.catalog_builder import CatalogBuilder
 from airbyte_cdk.test.entrypoint_wrapper import read
 from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
 from airbyte_cdk.test.state_builder import StateBuilder
-from integration.config import ConfigBuilder
-from integration.request_builder import HarvestRequestBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import HarvestRequestBuilder


 _STREAM_NAME = "time_projects"
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_time_tasks.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_time_tasks.py
@@ -12,8 +12,8 @@ from airbyte_cdk.test.catalog_builder import CatalogBuilder
 from airbyte_cdk.test.entrypoint_wrapper import read
 from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
 from airbyte_cdk.test.state_builder import StateBuilder
-from integration.config import ConfigBuilder
-from integration.request_builder import HarvestRequestBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import HarvestRequestBuilder


 _STREAM_NAME = "time_tasks"
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_time_team.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_time_team.py
@@ -12,8 +12,8 @@ from airbyte_cdk.test.catalog_builder import CatalogBuilder
 from airbyte_cdk.test.entrypoint_wrapper import read
 from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
 from airbyte_cdk.test.state_builder import StateBuilder
-from integration.config import ConfigBuilder
-from integration.request_builder import HarvestRequestBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import HarvestRequestBuilder


 _STREAM_NAME = "time_team"
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_uninvoiced.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_uninvoiced.py
@@ -12,8 +12,8 @@ from airbyte_cdk.test.catalog_builder import CatalogBuilder
 from airbyte_cdk.test.entrypoint_wrapper import read
 from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
 from airbyte_cdk.test.state_builder import StateBuilder
-from integration.config import ConfigBuilder
-from integration.request_builder import HarvestRequestBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import HarvestRequestBuilder


 _STREAM_NAME = "uninvoiced"
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_user_assignments.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_user_assignments.py
@@ -12,8 +12,8 @@ from airbyte_cdk.test.catalog_builder import CatalogBuilder
 from airbyte_cdk.test.entrypoint_wrapper import read
 from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
 from airbyte_cdk.test.state_builder import StateBuilder
-from integration.config import ConfigBuilder
-from integration.request_builder import HarvestRequestBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import HarvestRequestBuilder


 _NOW = datetime.now(timezone.utc)
--- a/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_users.py
+++ b/airbyte-integrations/connectors/source-harvest/unit_tests/mock_server/test_users.py
@@ -12,8 +12,8 @@ from airbyte_cdk.test.catalog_builder import CatalogBuilder
 from airbyte_cdk.test.entrypoint_wrapper import read
 from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
 from airbyte_cdk.test.state_builder import StateBuilder
-from integration.config import ConfigBuilder
-from integration.request_builder import HarvestRequestBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import HarvestRequestBuilder


 _NOW = datetime.now(timezone.utc)
--- a/airbyte-integrations/connectors/source-instagram/unit_tests/integration/test_story_insights.py
+++ b/airbyte-integrations/connectors/source-instagram/unit_tests/integration/test_story_insights.py
@@ -1,158 +0,0 @@
-#
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-#
-import json
-import unittest
-from unittest import TestCase
-
-import pytest
-
-from airbyte_cdk.models import SyncMode
-from airbyte_cdk.test.entrypoint_wrapper import EntrypointOutput
-from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
-from airbyte_cdk.test.mock_http.response_builder import (
-    FieldPath,
-    HttpResponseBuilder,
-    RecordBuilder,
-    create_record_builder,
-    create_response_builder,
-    find_template,
-)
-
-from .config import BUSINESS_ACCOUNT_ID, ConfigBuilder
-from .pagination import NEXT_PAGE_TOKEN, InstagramPaginationStrategy
-from .request_builder import RequestBuilder, get_account_request
-from .response_builder import get_account_response
-from .utils import config, read_output
-
-
-PARENT_FIELDS = [
-    "caption",
-    "id",
-    "ig_id",
-    "like_count",
-    "media_type",
-    "media_product_type",
-    "media_url",
-    "owner",
-    "permalink",
-    "shortcode",
-    "thumbnail_url",
-    "timestamp",
-    "username",
-]
-_PARENT_STREAM_NAME = "stories"
-_STREAM_NAME = "story_insights"
-
-STORIES_ID = "3874523487643"
-STORIES_ID_ERROR_CODE_10 = "3874523487644"
-
-HAPPY_PATH = "story_insights_happy_path"
-ERROR_10 = "story_insights_error_code_10"
-
-_METRICS = ["reach", "replies", "follows", "profile_visits", "shares", "total_interactions"]
-
-
-def _get_parent_request() -> RequestBuilder:
-    return RequestBuilder.get_stories_endpoint(item_id=BUSINESS_ACCOUNT_ID).with_limit(100).with_fields(PARENT_FIELDS)
-
-
-def _get_child_request(media_id, metric) -> RequestBuilder:
-    return RequestBuilder.get_media_insights_endpoint(item_id=media_id).with_custom_param("metric", metric, with_format=True)
-
-
-def _get_response(stream_name: str, test: str = None, with_pagination_strategy: bool = True) -> HttpResponseBuilder:
-    scenario = ""
-    if test:
-        scenario = f"_for_{test}"
-    kwargs = {
-        "response_template": find_template(f"{stream_name}{scenario}", __file__),
-        "records_path": FieldPath("data"),
-        "pagination_strategy": InstagramPaginationStrategy(request=_get_parent_request().build(), next_page_token=NEXT_PAGE_TOKEN),
-    }
-    if with_pagination_strategy:
-        kwargs["pagination_strategy"] = InstagramPaginationStrategy(request=_get_parent_request().build(), next_page_token=NEXT_PAGE_TOKEN)
-
-    return create_response_builder(**kwargs)
-
-
-def _record(stream_name: str, test: str = None) -> RecordBuilder:
-    scenario = ""
-    if test:
-        scenario = f"_for_{test}"
-    return create_record_builder(
-        response_template=find_template(f"{stream_name}{scenario}", __file__),
-        records_path=FieldPath("data"),
-        record_id_path=FieldPath("id"),
-    )
-
-
-class TestFullRefresh(TestCase):
-    @staticmethod
-    def _read(config_: ConfigBuilder, expecting_exception: bool = False) -> EntrypointOutput:
-        return read_output(
-            config_builder=config_,
-            stream_name=_STREAM_NAME,
-            sync_mode=SyncMode.full_refresh,
-            expecting_exception=expecting_exception,
-        )
-
-    @HttpMocker()
-    def test_instagram_story_insights(self, http_mocker: HttpMocker) -> None:
-        test = HAPPY_PATH
-        # Mocking API stream
-        http_mocker.get(
-            get_account_request().build(),
-            get_account_response(),
-        )
-        # Mocking parent stream
-        http_mocker.get(
-            _get_parent_request().build(),
-            _get_response(stream_name=_PARENT_STREAM_NAME, test=test)
-            .with_record(_record(stream_name=_PARENT_STREAM_NAME, test=test))
-            .build(),
-        )
-
-        http_mocker.get(
-            _get_child_request(media_id=STORIES_ID, metric=_METRICS).build(),
-            HttpResponse(json.dumps(find_template(f"{_STREAM_NAME}_for_{test}", __file__)), 200),
-        )
-
-        output = self._read(config_=config())
-        assert len(output.records) == 1
-        assert output.records[0].record.data["page_id"]
-        assert output.records[0].record.data["business_account_id"]
-        assert output.records[0].record.data["id"]
-        for metric in _METRICS:
-            assert metric in output.records[0].record.data
-
-    @HttpMocker()
-    def test_instagram_story_insights_for_error_code_30(self, http_mocker: HttpMocker) -> None:
-        test = ERROR_10
-        http_mocker.get(
-            get_account_request().build(),
-            get_account_response(),
-        )
-        # Mocking parent stream
-        http_mocker.get(
-            _get_parent_request().build(), HttpResponse(json.dumps(find_template(f"{_PARENT_STREAM_NAME}_for_{test}", __file__)), 200)
-        )
-        # Good response
-        http_mocker.get(
-            _get_child_request(media_id=STORIES_ID, metric=_METRICS).build(),
-            HttpResponse(json.dumps(find_template(f"{_STREAM_NAME}_for_{HAPPY_PATH}", __file__)), 200),
-        )
-        # error 10
-        http_mocker.get(
-            _get_child_request(media_id=STORIES_ID_ERROR_CODE_10, metric=_METRICS).build(),
-            HttpResponse(json.dumps(find_template(f"{_STREAM_NAME}_for_{test}", __file__)), 400),
-        )
-
-        output = self._read(config_=config())
-        # error was ignored and correct record was processed
-        assert len(output.records) == 1
-        assert output.records[0].record.data["page_id"]
-        assert output.records[0].record.data["business_account_id"]
-        assert output.records[0].record.data["id"]
-        for metric in _METRICS:
-            assert metric in output.records[0].record.data
--- a/airbyte-integrations/connectors/source-instagram/unit_tests/mock_server/init.py
+++ b/airbyte-integrations/connectors/source-instagram/unit_tests/mock_server/init.py
--- a/airbyte-integrations/connectors/source-instagram/unit_tests/mock_server/config.py
+++ b/airbyte-integrations/connectors/source-instagram/unit_tests/mock_server/config.py
@@ -24,5 +24,9 @@ class ConfigBuilder:
            "start_date": START_DATE,
        }

+    def with_start_date(self, start_date: str) -> "ConfigBuilder":
+        self._config["start_date"] = start_date
+        return self
+
    def build(self) -> MutableMapping[str, Any]:
        return self._config
--- a/airbyte-integrations/connectors/source-instagram/unit_tests/mock_server/pagination.py
+++ b/airbyte-integrations/connectors/source-instagram/unit_tests/mock_server/pagination.py
--- a/airbyte-integrations/connectors/source-instagram/unit_tests/mock_server/request_builder.py
+++ b/airbyte-integrations/connectors/source-instagram/unit_tests/mock_server/request_builder.py
@@ -6,7 +6,7 @@ from __future__ import annotations
 from typing import List, Optional, Union

 from airbyte_cdk.connector_builder.connector_builder_handler import resolve_manifest
-from airbyte_cdk.test.mock_http.request import HttpRequest
+from airbyte_cdk.test.mock_http.request import ANY_QUERY_PARAMS, HttpRequest

 from ..conftest import get_source
 from .config import ACCOUNTS_FIELDS
@@ -81,6 +81,14 @@ class RequestBuilder:
        self._query_params[param] = value
        return self

+    def with_any_query_params(self) -> RequestBuilder:
+        """Set query params to ANY_QUERY_PARAMS to match any query parameters.
+
+        This is useful for streams with dynamic query parameters like datetime cursors.
+        """
+        self._query_params = ANY_QUERY_PARAMS
+        return self
+
    @staticmethod
    def _get_formatted_fields(fields: List[str]) -> str:
        return ",".join(fields)
--- a/airbyte-integrations/connectors/source-instagram/unit_tests/mock_server/response_builder.py
+++ b/airbyte-integrations/connectors/source-instagram/unit_tests/mock_server/response_builder.py
@@ -27,3 +27,19 @@ def get_account_response() -> HttpResponse:
        "paging": {"cursors": {"before": "before_token"}},
    }
    return build_response(body=response, status_code=HTTPStatus.OK)
+
+
+SECOND_PAGE_ID = "333333333333333"
+SECOND_BUSINESS_ACCOUNT_ID = "444444444444444"
+
+
+def get_multiple_accounts_response() -> HttpResponse:
+    """Return a response with 2 accounts for testing substreams with multiple parent records."""
+    response = {
+        "data": [
+            {"id": PAGE_ID, "name": "AccountName", "instagram_business_account": {"id": BUSINESS_ACCOUNT_ID}},
+            {"id": SECOND_PAGE_ID, "name": "SecondAccount", "instagram_business_account": {"id": SECOND_BUSINESS_ACCOUNT_ID}},
+        ],
+        "paging": {"cursors": {"before": "before_token"}},
+    }
+    return build_response(body=response, status_code=HTTPStatus.OK)
--- a/airbyte-integrations/connectors/source-instagram/unit_tests/mock_server/test_api.py
+++ b/airbyte-integrations/connectors/source-instagram/unit_tests/mock_server/test_api.py
@@ -67,6 +67,11 @@ class TestFullRefresh(TestCase):

        output = self._read(config_=config())
        assert len(output.records) == 1
+        # Verify transformations are applied (page_id, business_account_id in account field)
+        record = output.records[0].record.data
+        assert "account" in record
+        assert "page_id" in record["account"]
+        assert "business_account_id" in record["account"]

    @HttpMocker()
    def test_accounts_with_no_instagram_business_account_field(self, http_mocker: HttpMocker) -> None:
--- a/airbyte-integrations/connectors/source-instagram/unit_tests/mock_server/test_media.py
+++ b/airbyte-integrations/connectors/source-instagram/unit_tests/mock_server/test_media.py
@@ -20,7 +20,7 @@ from airbyte_cdk.test.mock_http.response_builder import (
 from .config import BUSINESS_ACCOUNT_ID, ConfigBuilder
 from .pagination import NEXT_PAGE_TOKEN, InstagramPaginationStrategy
 from .request_builder import RequestBuilder, get_account_request
-from .response_builder import get_account_response
+from .response_builder import SECOND_BUSINESS_ACCOUNT_ID, get_account_response, get_multiple_accounts_response
 from .utils import config, read_output


@@ -96,6 +96,13 @@ class TestFullRefresh(TestCase):

        output = self._read(config_=config())
        assert len(output.records) == 1
+        # Verify transformations are applied
+        record = output.records[0].record.data
+        assert "page_id" in record
+        assert "business_account_id" in record
+        assert "media_insights_info" in record
+        assert record["page_id"] is not None
+        assert record["business_account_id"] is not None

    @HttpMocker()
    def test_given_multiple_pages_when_read_then_return_records(self, http_mocker: HttpMocker) -> None:
@@ -158,3 +165,29 @@ class TestFullRefresh(TestCase):
            assert "ig_id" in child
            assert "media_type" in child
            assert "owner" in child
+
+    @HttpMocker()
+    def test_substream_with_multiple_parent_accounts(self, http_mocker: HttpMocker) -> None:
+        """Test media stream against 2+ parent accounts per playbook requirements."""
+        http_mocker.get(
+            get_account_request().build(),
+            get_multiple_accounts_response(),
+        )
+        # Mock media requests for both accounts
+        http_mocker.get(
+            _get_request().build(),
+            _get_response().with_record(_record()).build(),
+        )
+        http_mocker.get(
+            RequestBuilder.get_media_endpoint(item_id=SECOND_BUSINESS_ACCOUNT_ID).with_limit(100).with_fields(_FIELDS).build(),
+            _get_response().with_record(_record()).build(),
+        )
+
+        output = self._read(config_=config())
+        # Verify we get records from both accounts
+        assert len(output.records) == 2
+        # Verify transformations on all records
+        for record in output.records:
+            assert "page_id" in record.record.data
+            assert "business_account_id" in record.record.data
+            assert "media_insights_info" in record.record.data
--- a/airbyte-integrations/connectors/source-instagram/unit_tests/mock_server/test_media_insights.py
+++ b/airbyte-integrations/connectors/source-instagram/unit_tests/mock_server/test_media_insights.py
@@ -267,9 +267,87 @@ class TestFullRefresh(TestCase):
        assert output.records[0].record.data["id"]
        for metric in _METRICS[MEDIA_ID_GENERAL_MEDIA]:
            assert metric in output.records[0].record.data
+        # For IGNORE handlers, verify no ERROR logs are produced
+        assert not any(log.log.level == "ERROR" for log in output.logs)
+
+    @HttpMocker()
+    def test_substream_with_multiple_parent_records(self, http_mocker: HttpMocker) -> None:
+        """Test media_insights substream against 2+ parent records per playbook requirements."""
+        http_mocker.get(
+            get_account_request().build(),
+            get_account_response(),
+        )
+        # Mock parent stream returning 2 media records (reels and general_media)
+        parent_response = {
+            "data": [
+                {
+                    "caption": "a caption",
+                    "comments_count": 2,
+                    "id": MEDIA_ID_REELS,
+                    "ig_id": "3123724930722523505",
+                    "is_comment_enabled": True,
+                    "like_count": 12,
+                    "media_type": "VIDEO",
+                    "media_product_type": "REELS",
+                    "media_url": "https://fakecontent.com/path/to/content",
+                    "owner": {"id": "41408147298757123"},
+                    "permalink": "https://instagram.com/permalink/123",
+                    "shortcode": "HGagdsy38",
+                    "thumbnail_url": "https://fakecontent.cdninstagram.com/v/somepath/",
+                    "timestamp": "2023-06-12T19:20:02+0000",
+                    "username": "username",
+                },
+                {
+                    "caption": "another caption",
+                    "comments_count": 0,
+                    "id": MEDIA_ID_GENERAL_MEDIA,
+                    "ig_id": "2034885879374760912",
+                    "is_comment_enabled": True,
+                    "like_count": 52,
+                    "media_type": "IMAGE",
+                    "media_product_type": "FEED",
+                    "media_url": "https://fakecontent.com/path/to/content2",
+                    "owner": {"id": "41408147298757123"},
+                    "permalink": "https://instagram.com/permalink/456",
+                    "shortcode": "ABC123",
+                    "timestamp": "2019-05-02T11:42:01+0000",
+                    "username": "username",
+                },
+            ],
+            "paging": {"cursors": {"before": "cursor123"}},
+        }
+        http_mocker.get(
+            _get_parent_request().build(),
+            HttpResponse(json.dumps(parent_response), 200),
+        )
+
+        # Mock child requests for both parent records
+        http_mocker.get(
+            _get_child_request(media_id=MEDIA_ID_REELS, metric=_METRICS[MEDIA_ID_REELS]).build(),
+            HttpResponse(json.dumps(find_template(f"{_STREAM_NAME}_for_{REELS}", __file__)), 200),
+        )
+        http_mocker.get(
+            _get_child_request(media_id=MEDIA_ID_GENERAL_MEDIA, metric=_METRICS[MEDIA_ID_GENERAL_MEDIA]).build(),
+            HttpResponse(json.dumps(find_template(f"{_STREAM_NAME}_for_{GENERAL_MEDIA}", __file__)), 200),
+        )
+
+        output = self._read(config_=config())
+        # Verify we get records from both parent records
+        assert len(output.records) == 2
+        record_ids = {r.record.data["id"] for r in output.records}
+        assert MEDIA_ID_REELS in record_ids
+        assert MEDIA_ID_GENERAL_MEDIA in record_ids
+        # Verify transformations on all records
+        for record in output.records:
+            assert record.record.data["page_id"]
+            assert record.record.data["business_account_id"]

    @HttpMocker()
    def test_instagram_insights_error_posted_before_business(self, http_mocker: HttpMocker) -> None:
+        """Test that error_subcode 2108006 (posted before business conversion) is gracefully ignored.
+
+        Verifies both error code and error message assertion per playbook requirements.
+        """
        test = ERROR_POSTED_BEFORE_BUSINESS
        http_mocker.get(
            get_account_request().build(),
@@ -298,9 +376,18 @@ class TestFullRefresh(TestCase):
        assert output.records[0].record.data["id"]
        for metric in _METRICS[MEDIA_ID_GENERAL_MEDIA]:
            assert metric in output.records[0].record.data
+        assert not any(log.log.level == "ERROR" for log in output.logs)
+        log_messages = [log.log.message for log in output.logs]
+        assert any(
+            "Insights error for business_account_id" in msg for msg in log_messages
+        ), f"Expected 'Insights error for business_account_id' in logs but got: {log_messages}"

    @HttpMocker()
    def test_instagram_insights_error_with_wrong_permissions(self, http_mocker: HttpMocker) -> None:
+        """Test that error code 100 with subcode 33 (wrong permissions) is gracefully ignored.
+
+        Verifies both error code and error message assertion per playbook requirements.
+        """
        test = ERROR_WITH_WRONG_PERMISSIONS
        http_mocker.get(
            get_account_request().build(),
@@ -323,16 +410,24 @@ class TestFullRefresh(TestCase):
        )

        output = self._read(config_=config())
-        # error was ignored and correct record was processed
        assert len(output.records) == 1
        assert output.records[0].record.data["page_id"]
        assert output.records[0].record.data["business_account_id"]
        assert output.records[0].record.data["id"]
        for metric in _METRICS[MEDIA_ID_GENERAL_MEDIA]:
            assert metric in output.records[0].record.data
+        assert not any(log.log.level == "ERROR" for log in output.logs)
+        log_messages = [log.log.message for log in output.logs]
+        assert any(
+            "Check provided permissions for" in msg for msg in log_messages
+        ), f"Expected 'Check provided permissions for' in logs but got: {log_messages}"

    @HttpMocker()
    def test_instagram_insights_error_with_wrong_permissions_code_10(self, http_mocker: HttpMocker) -> None:
+        """Test that error code 10 with permission denied message is gracefully ignored.
+
+        Verifies both error code and error message assertion per playbook requirements.
+        """
        test = ERROR_WITH_WRONG_PERMISSIONS_CODE_10
        http_mocker.get(
            get_account_request().build(),
@@ -355,10 +450,14 @@ class TestFullRefresh(TestCase):
        )

        output = self._read(config_=config())
-        # error was ignored and correct record was processed
        assert len(output.records) == 1
        assert output.records[0].record.data["page_id"]
        assert output.records[0].record.data["business_account_id"]
        assert output.records[0].record.data["id"]
        for metric in _METRICS[MEDIA_ID_GENERAL_MEDIA]:
            assert metric in output.records[0].record.data
+        assert not any(log.log.level == "ERROR" for log in output.logs)
+        log_messages = [log.log.message for log in output.logs]
+        assert any(
+            "Check provided permissions for" in msg for msg in log_messages
+        ), f"Expected 'Check provided permissions for' in logs but got: {log_messages}"
--- a/airbyte-integrations/connectors/source-instagram/unit_tests/mock_server/test_stories.py
+++ b/airbyte-integrations/connectors/source-instagram/unit_tests/mock_server/test_stories.py
@@ -19,7 +19,7 @@ from airbyte_cdk.test.mock_http.response_builder import (
 from .config import BUSINESS_ACCOUNT_ID, ConfigBuilder
 from .pagination import NEXT_PAGE_TOKEN, InstagramPaginationStrategy
 from .request_builder import RequestBuilder, get_account_request
-from .response_builder import get_account_response
+from .response_builder import SECOND_BUSINESS_ACCOUNT_ID, get_account_response, get_multiple_accounts_response
 from .utils import config, read_output


@@ -85,6 +85,12 @@ class TestFullRefresh(TestCase):

        output = self._read(config_=config())
        assert len(output.records) == 1
+        # Verify transformations are applied (page_id, business_account_id, story_insights_info, timestamp)
+        record = output.records[0].record.data
+        assert "page_id" in record
+        assert "business_account_id" in record
+        assert "story_insights_info" in record
+        assert "timestamp" in record

    @HttpMocker()
    def test_given_multiple_pages_when_read_then_return_records(self, http_mocker: HttpMocker) -> None:
@@ -104,3 +110,29 @@ class TestFullRefresh(TestCase):

        output = self._read(config_=config())
        assert len(output.records) == 3
+
+    @HttpMocker()
+    def test_substream_with_multiple_parent_accounts(self, http_mocker: HttpMocker) -> None:
+        """Test stories stream against 2+ parent accounts per playbook requirements."""
+        http_mocker.get(
+            get_account_request().build(),
+            get_multiple_accounts_response(),
+        )
+        # Mock stories requests for both accounts
+        http_mocker.get(
+            _get_request().build(),
+            _get_response().with_record(_record()).build(),
+        )
+        http_mocker.get(
+            RequestBuilder.get_stories_endpoint(item_id=SECOND_BUSINESS_ACCOUNT_ID).with_limit(100).with_fields(FIELDS).build(),
+            _get_response().with_record(_record()).build(),
+        )
+
+        output = self._read(config_=config())
+        # Verify we get records from both accounts
+        assert len(output.records) == 2
+        # Verify transformations on all records
+        for record in output.records:
+            assert "page_id" in record.record.data
+            assert "business_account_id" in record.record.data
+            assert "story_insights_info" in record.record.data
--- a/airbyte-integrations/connectors/source-instagram/unit_tests/mock_server/test_story_insights.py
+++ b/airbyte-integrations/connectors/source-instagram/unit_tests/mock_server/test_story_insights.py
@@ -0,0 +1,284 @@
+#
+# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
+#
+import json
+from unittest import TestCase
+
+from airbyte_cdk.models import SyncMode
+from airbyte_cdk.test.entrypoint_wrapper import EntrypointOutput
+from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
+from airbyte_cdk.test.mock_http.response_builder import (
+    FieldPath,
+    HttpResponseBuilder,
+    RecordBuilder,
+    create_record_builder,
+    create_response_builder,
+    find_template,
+)
+
+from .config import BUSINESS_ACCOUNT_ID, ConfigBuilder
+from .pagination import NEXT_PAGE_TOKEN, InstagramPaginationStrategy
+from .request_builder import RequestBuilder, get_account_request
+from .response_builder import get_account_response
+from .utils import config, read_output
+
+
+PARENT_FIELDS = [
+    "caption",
+    "id",
+    "ig_id",
+    "like_count",
+    "media_type",
+    "media_product_type",
+    "media_url",
+    "owner",
+    "permalink",
+    "shortcode",
+    "thumbnail_url",
+    "timestamp",
+    "username",
+]
+_PARENT_STREAM_NAME = "stories"
+_STREAM_NAME = "story_insights"
+
+STORIES_ID = "3874523487643"
+STORIES_ID_ERROR_CODE_10 = "3874523487644"
+
+HAPPY_PATH = "story_insights_happy_path"
+ERROR_10 = "story_insights_error_code_10"
+
+_METRICS = ["reach", "replies", "follows", "profile_visits", "shares", "total_interactions"]
+
+
+def _get_parent_request() -> RequestBuilder:
+    return RequestBuilder.get_stories_endpoint(item_id=BUSINESS_ACCOUNT_ID).with_limit(100).with_fields(PARENT_FIELDS)
+
+
+def _get_child_request(media_id, metric) -> RequestBuilder:
+    return RequestBuilder.get_media_insights_endpoint(item_id=media_id).with_custom_param("metric", metric, with_format=True)
+
+
+def _get_response(stream_name: str, test: str = None, with_pagination_strategy: bool = True) -> HttpResponseBuilder:
+    scenario = ""
+    if test:
+        scenario = f"_for_{test}"
+    kwargs = {
+        "response_template": find_template(f"{stream_name}{scenario}", __file__),
+        "records_path": FieldPath("data"),
+        "pagination_strategy": InstagramPaginationStrategy(request=_get_parent_request().build(), next_page_token=NEXT_PAGE_TOKEN),
+    }
+    if with_pagination_strategy:
+        kwargs["pagination_strategy"] = InstagramPaginationStrategy(request=_get_parent_request().build(), next_page_token=NEXT_PAGE_TOKEN)
+
+    return create_response_builder(**kwargs)
+
+
+def _record(stream_name: str, test: str = None) -> RecordBuilder:
+    scenario = ""
+    if test:
+        scenario = f"_for_{test}"
+    return create_record_builder(
+        response_template=find_template(f"{stream_name}{scenario}", __file__),
+        records_path=FieldPath("data"),
+        record_id_path=FieldPath("id"),
+    )
+
+
+class TestFullRefresh(TestCase):
+    @staticmethod
+    def _read(config_: ConfigBuilder, expecting_exception: bool = False) -> EntrypointOutput:
+        return read_output(
+            config_builder=config_,
+            stream_name=_STREAM_NAME,
+            sync_mode=SyncMode.full_refresh,
+            expecting_exception=expecting_exception,
+        )
+
+    @HttpMocker()
+    def test_instagram_story_insights(self, http_mocker: HttpMocker) -> None:
+        test = HAPPY_PATH
+        # Mocking API stream
+        http_mocker.get(
+            get_account_request().build(),
+            get_account_response(),
+        )
+        # Mocking parent stream
+        http_mocker.get(
+            _get_parent_request().build(),
+            _get_response(stream_name=_PARENT_STREAM_NAME, test=test)
+            .with_record(_record(stream_name=_PARENT_STREAM_NAME, test=test))
+            .build(),
+        )
+
+        http_mocker.get(
+            _get_child_request(media_id=STORIES_ID, metric=_METRICS).build(),
+            HttpResponse(json.dumps(find_template(f"{_STREAM_NAME}_for_{test}", __file__)), 200),
+        )
+
+        output = self._read(config_=config())
+        assert len(output.records) == 1
+        assert output.records[0].record.data["page_id"]
+        assert output.records[0].record.data["business_account_id"]
+        assert output.records[0].record.data["id"]
+        for metric in _METRICS:
+            assert metric in output.records[0].record.data
+
+    @HttpMocker()
+    def test_instagram_story_insights_for_error_code_30(self, http_mocker: HttpMocker) -> None:
+        """Test that error code 10 is gracefully ignored.
+
+        Verifies both error code and error message assertion per playbook requirements.
+        """
+        test = ERROR_10
+        http_mocker.get(
+            get_account_request().build(),
+            get_account_response(),
+        )
+        # Mocking parent stream
+        http_mocker.get(
+            _get_parent_request().build(), HttpResponse(json.dumps(find_template(f"{_PARENT_STREAM_NAME}_for_{test}", __file__)), 200)
+        )
+        # Good response
+        http_mocker.get(
+            _get_child_request(media_id=STORIES_ID, metric=_METRICS).build(),
+            HttpResponse(json.dumps(find_template(f"{_STREAM_NAME}_for_{HAPPY_PATH}", __file__)), 200),
+        )
+        # error 10
+        http_mocker.get(
+            _get_child_request(media_id=STORIES_ID_ERROR_CODE_10, metric=_METRICS).build(),
+            HttpResponse(json.dumps(find_template(f"{_STREAM_NAME}_for_{test}", __file__)), 400),
+        )
+
+        output = self._read(config_=config())
+        assert len(output.records) == 1
+        assert output.records[0].record.data["page_id"]
+        assert output.records[0].record.data["business_account_id"]
+        assert output.records[0].record.data["id"]
+        for metric in _METRICS:
+            assert metric in output.records[0].record.data
+        assert not any(log.log.level == "ERROR" for log in output.logs)
+        log_messages = [log.log.message for log in output.logs]
+        assert any("Insights error" in msg for msg in log_messages), f"Expected 'Insights error' in logs but got: {log_messages}"
+
+    @HttpMocker()
+    def test_substream_with_multiple_parent_records(self, http_mocker: HttpMocker) -> None:
+        """Test story_insights substream against 2+ parent records per playbook requirements."""
+        STORIES_ID_2 = "3874523487645"
+        http_mocker.get(
+            get_account_request().build(),
+            get_account_response(),
+        )
+        # Mock parent stream returning 2 story records
+        parent_response = {
+            "data": [
+                {
+                    "id": STORIES_ID,
+                    "ig_id": "ig_id_1",
+                    "like_count": 0,
+                    "media_type": "VIDEO",
+                    "media_product_type": "STORY",
+                    "media_url": "https://fakecontent.cdninstagram.com/path1/path2/some_value",
+                    "owner": {"id": "owner_id"},
+                    "permalink": "https://placeholder.com/stories/username/some_id_value",
+                    "shortcode": "ERUY34867_3",
+                    "thumbnail_url": "https://content.cdnfaker.com/path1/path2/some_value",
+                    "timestamp": "2024-06-17T19:39:18+0000",
+                    "username": "username",
+                },
+                {
+                    "id": STORIES_ID_2,
+                    "ig_id": "ig_id_2",
+                    "like_count": 5,
+                    "media_type": "IMAGE",
+                    "media_product_type": "STORY",
+                    "media_url": "https://fakecontent.cdninstagram.com/path1/path2/another_value",
+                    "owner": {"id": "owner_id"},
+                    "permalink": "https://placeholder.com/stories/username/another_id_value",
+                    "shortcode": "XYZ98765_4",
+                    "thumbnail_url": "https://content.cdnfaker.com/path1/path2/another_value",
+                    "timestamp": "2024-06-18T10:15:30+0000",
+                    "username": "username",
+                },
+            ],
+            "paging": {"cursors": {"before": "cursor123"}},
+        }
+        http_mocker.get(
+            _get_parent_request().build(),
+            HttpResponse(json.dumps(parent_response), 200),
+        )
+
+        # Mock child requests for both parent records
+        http_mocker.get(
+            _get_child_request(media_id=STORIES_ID, metric=_METRICS).build(),
+            HttpResponse(json.dumps(find_template(f"{_STREAM_NAME}_for_{HAPPY_PATH}", __file__)), 200),
+        )
+        # Build response for second story with different ID
+        story_insights_response_2 = {
+            "data": [
+                {
+                    "name": "reach",
+                    "period": "lifetime",
+                    "values": [{"value": 150}],
+                    "title": "Reach",
+                    "description": "desc",
+                    "id": f"{STORIES_ID_2}/insights/reach/lifetime",
+                },
+                {
+                    "name": "replies",
+                    "period": "lifetime",
+                    "values": [{"value": 3}],
+                    "title": "Replies",
+                    "description": "desc",
+                    "id": f"{STORIES_ID_2}/insights/replies/lifetime",
+                },
+                {
+                    "name": "follows",
+                    "period": "lifetime",
+                    "values": [{"value": 2}],
+                    "title": "Follows",
+                    "description": "desc",
+                    "id": f"{STORIES_ID_2}/insights/follows/lifetime",
+                },
+                {
+                    "name": "profile_visits",
+                    "period": "lifetime",
+                    "values": [{"value": 10}],
+                    "title": "Profile Visits",
+                    "description": "desc",
+                    "id": f"{STORIES_ID_2}/insights/profile_visits/lifetime",
+                },
+                {
+                    "name": "shares",
+                    "period": "lifetime",
+                    "values": [{"value": 1}],
+                    "title": "Shares",
+                    "description": "desc",
+                    "id": f"{STORIES_ID_2}/insights/shares/lifetime",
+                },
+                {
+                    "name": "total_interactions",
+                    "period": "lifetime",
+                    "values": [{"value": 16}],
+                    "title": "Total Interactions",
+                    "description": "desc",
+                    "id": f"{STORIES_ID_2}/insights/total_interactions/lifetime",
+                },
+            ]
+        }
+        http_mocker.get(
+            _get_child_request(media_id=STORIES_ID_2, metric=_METRICS).build(),
+            HttpResponse(json.dumps(story_insights_response_2), 200),
+        )
+
+        output = self._read(config_=config())
+        # Verify we get records from both parent records
+        assert len(output.records) == 2
+        record_ids = {r.record.data["id"] for r in output.records}
+        assert STORIES_ID in record_ids
+        assert STORIES_ID_2 in record_ids
+        # Verify transformations on all records
+        for record in output.records:
+            assert record.record.data["page_id"]
+            assert record.record.data["business_account_id"]
+            for metric in _METRICS:
+                assert metric in record.record.data
--- a/airbyte-integrations/connectors/source-instagram/unit_tests/mock_server/test_user_insights.py
+++ b/airbyte-integrations/connectors/source-instagram/unit_tests/mock_server/test_user_insights.py
@@ -0,0 +1,400 @@
+#
+# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
+#
+
+import json
+from unittest import TestCase
+
+import freezegun
+
+from airbyte_cdk.models import SyncMode
+from airbyte_cdk.test.entrypoint_wrapper import EntrypointOutput
+from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
+from airbyte_cdk.test.state_builder import StateBuilder
+
+from .config import BUSINESS_ACCOUNT_ID, PAGE_ID, ConfigBuilder
+from .request_builder import RequestBuilder, get_account_request
+from .response_builder import SECOND_BUSINESS_ACCOUNT_ID, SECOND_PAGE_ID, get_account_response, get_multiple_accounts_response
+from .utils import read_output
+
+
+_STREAM_NAME = "user_insights"
+
+_FROZEN_TIME = "2024-01-15T12:00:00Z"
+
+
+def _get_user_insights_request_any_params(business_account_id: str) -> RequestBuilder:
+    """Create a request builder for user_insights with any query params.
+
+    The user_insights stream uses DatetimeBasedCursor with step P1D and QueryProperties
+    with 4 chunks (day/follower_count,reach; week/reach; days_28/reach; lifetime/online_followers).
+    This creates multiple time slices and query property combinations.
+    Using with_any_query_params() allows matching all these requests when the exact
+    parameters are not predictable or when testing behavior that doesn't depend on
+    specific request parameters.
+    """
+    return RequestBuilder.get_user_lifetime_insights_endpoint(item_id=business_account_id).with_any_query_params()
+
+
+def _get_user_insights_request_with_params(business_account_id: str, since: str, until: str, period: str, metric: str) -> RequestBuilder:
+    """Create a request builder for user_insights with specific query params."""
+    return (
+        RequestBuilder.get_user_lifetime_insights_endpoint(item_id=business_account_id)
+        .with_custom_param("since", since)
+        .with_custom_param("until", until)
+        .with_custom_param("period", period)
+        .with_custom_param("metric", metric)
+    )
+
+
+def _build_user_insights_response() -> HttpResponse:
+    """Build a successful user_insights response inline."""
+    body = {
+        "data": [
+            {
+                "name": "follower_count",
+                "period": "day",
+                "values": [{"value": 1000, "end_time": "2024-01-15T07:00:00+0000"}],
+                "title": "Follower Count",
+                "description": "Total number of followers",
+                "id": f"{BUSINESS_ACCOUNT_ID}/insights/follower_count/day",
+            },
+            {
+                "name": "reach",
+                "period": "day",
+                "values": [{"value": 500, "end_time": "2024-01-15T07:00:00+0000"}],
+                "title": "Reach",
+                "description": "Total reach",
+                "id": f"{BUSINESS_ACCOUNT_ID}/insights/reach/day",
+            },
+        ]
+    }
+    return HttpResponse(json.dumps(body), 200)
+
+
+def _build_error_response(code: int, message: str, error_subcode: int = None) -> HttpResponse:
+    """Build an error response inline.
+
+    Args:
+        code: The error code (e.g., 100, 10)
+        message: The error message
+        error_subcode: Optional error subcode (e.g., 2108006, 33)
+    """
+    error = {
+        "message": message,
+        "type": "OAuthException",
+        "code": code,
+        "fbtrace_id": "ABC123",
+    }
+    if error_subcode is not None:
+        error["error_subcode"] = error_subcode
+    return HttpResponse(json.dumps({"error": error}), 400)
+
+
+class TestFullRefresh(TestCase):
+    @staticmethod
+    def _read(config_: ConfigBuilder, expecting_exception: bool = False) -> EntrypointOutput:
+        return read_output(
+            config_builder=config_,
+            stream_name=_STREAM_NAME,
+            sync_mode=SyncMode.full_refresh,
+            expecting_exception=expecting_exception,
+        )
+
+    @HttpMocker()
+    @freezegun.freeze_time(_FROZEN_TIME)
+    def test_read_records_full_refresh(self, http_mocker: HttpMocker) -> None:
+        """Test full refresh sync for user_insights stream.
+
+        The user_insights stream uses DatetimeBasedCursor with step P1D and QueryProperties
+        with multiple chunks. We set start_date close to frozen time to minimize time slices.
+        Using with_any_query_params() because the stream makes multiple requests with different
+        period/metric combinations that are determined by the QueryProperties configuration.
+        """
+        http_mocker.get(
+            get_account_request().build(),
+            get_account_response(),
+        )
+
+        http_mocker.get(
+            _get_user_insights_request_any_params(BUSINESS_ACCOUNT_ID).build(),
+            _build_user_insights_response(),
+        )
+
+        test_config = ConfigBuilder().with_start_date("2024-01-15T00:00:00Z")
+        output = self._read(config_=test_config)
+        assert len(output.records) == 1
+        record = output.records[0].record.data
+        assert record.get("page_id") == PAGE_ID
+        assert record.get("business_account_id") == BUSINESS_ACCOUNT_ID
+
+    @HttpMocker()
+    @freezegun.freeze_time(_FROZEN_TIME)
+    def test_substream_with_multiple_parent_accounts(self, http_mocker: HttpMocker) -> None:
+        """Test user_insights stream against 2+ parent accounts per playbook requirements.
+
+        This test verifies that the stream correctly processes data from multiple parent accounts
+        and applies transformations (page_id, business_account_id) to records from each account.
+        """
+        http_mocker.get(
+            get_account_request().build(),
+            get_multiple_accounts_response(),
+        )
+
+        # Mock user_insights requests for both accounts
+        http_mocker.get(
+            _get_user_insights_request_any_params(BUSINESS_ACCOUNT_ID).build(),
+            _build_user_insights_response(),
+        )
+        http_mocker.get(
+            _get_user_insights_request_any_params(SECOND_BUSINESS_ACCOUNT_ID).build(),
+            _build_user_insights_response(),
+        )
+
+        test_config = ConfigBuilder().with_start_date("2024-01-15T00:00:00Z")
+        output = self._read(config_=test_config)
+
+        # Verify we get records from both accounts
+        assert len(output.records) == 2
+
+        # Verify transformations on all records
+        business_account_ids = {record.record.data.get("business_account_id") for record in output.records}
+        assert BUSINESS_ACCOUNT_ID in business_account_ids
+        assert SECOND_BUSINESS_ACCOUNT_ID in business_account_ids
+
+        for record in output.records:
+            assert "page_id" in record.record.data
+            assert record.record.data["page_id"] is not None
+            assert "business_account_id" in record.record.data
+            assert record.record.data["business_account_id"] is not None
+
+
+class TestIncremental(TestCase):
+    @staticmethod
+    def _read(
+        config_: ConfigBuilder,
+        state: list = None,
+        expecting_exception: bool = False,
+    ) -> EntrypointOutput:
+        return read_output(
+            config_builder=config_,
+            stream_name=_STREAM_NAME,
+            sync_mode=SyncMode.incremental,
+            state=state,
+            expecting_exception=expecting_exception,
+        )
+
+    @HttpMocker()
+    @freezegun.freeze_time(_FROZEN_TIME)
+    def test_incremental_sync_first_sync_no_state(self, http_mocker: HttpMocker) -> None:
+        """Test incremental sync with no prior state (first sync).
+
+        Using with_any_query_params() because without prior state, the stream starts from
+        start_date and creates multiple time slices with different period/metric combinations.
+        """
+        http_mocker.get(
+            get_account_request().build(),
+            get_account_response(),
+        )
+
+        http_mocker.get(
+            _get_user_insights_request_any_params(BUSINESS_ACCOUNT_ID).build(),
+            _build_user_insights_response(),
+        )
+
+        test_config = ConfigBuilder().with_start_date("2024-01-15T00:00:00Z")
+        output = self._read(config_=test_config)
+        assert len(output.records) == 1
+        assert len(output.state_messages) >= 1
+
+    @HttpMocker()
+    @freezegun.freeze_time(_FROZEN_TIME)
+    def test_incremental_sync_with_prior_state(self, http_mocker: HttpMocker) -> None:
+        """Test incremental sync with prior state (subsequent sync).
+
+        With prior state at 2024-01-15T00:00:00+00:00 and frozen time at 2024-01-15T12:00:00Z,
+        the stream should request data with since=2024-01-15T00:00:00Z.
+        We verify the outbound request includes the expected since parameter derived from state
+        by mocking specific query params for each QueryProperties chunk.
+
+        The DatetimeBasedCursor uses the state value as the starting point, and the frozen time
+        determines the end datetime. With step P1D, there's only one time slice from state to now.
+        """
+        prior_state_value = "2024-01-15T00:00:00+00:00"
+        # Expected since value derived from state - the API uses the state value format directly
+        expected_since = "2024-01-15T00:00:00+00:00"
+        # Expected until value is the frozen time (in the same format as the API expects)
+        expected_until = "2024-01-15T12:00:00+00:00"
+
+        state = (
+            StateBuilder()
+            .with_stream_state(
+                _STREAM_NAME,
+                {
+                    "states": [
+                        {
+                            "partition": {"business_account_id": BUSINESS_ACCOUNT_ID},
+                            "cursor": {"date": prior_state_value},
+                        }
+                    ]
+                },
+            )
+            .build()
+        )
+
+        http_mocker.get(
+            get_account_request().build(),
+            get_account_response(),
+        )
+
+        # Mock each QueryProperties chunk with specific params to validate the since parameter
+        # Chunk 1: period=day, metric=follower_count,reach
+        http_mocker.get(
+            _get_user_insights_request_with_params(
+                BUSINESS_ACCOUNT_ID, since=expected_since, until=expected_until, period="day", metric="follower_count,reach"
+            ).build(),
+            _build_user_insights_response(),
+        )
+        # Chunk 2: period=week, metric=reach
+        http_mocker.get(
+            _get_user_insights_request_with_params(
+                BUSINESS_ACCOUNT_ID, since=expected_since, until=expected_until, period="week", metric="reach"
+            ).build(),
+            _build_user_insights_response(),
+        )
+        # Chunk 3: period=days_28, metric=reach
+        http_mocker.get(
+            _get_user_insights_request_with_params(
+                BUSINESS_ACCOUNT_ID, since=expected_since, until=expected_until, period="days_28", metric="reach"
+            ).build(),
+            _build_user_insights_response(),
+        )
+        # Chunk 4: period=lifetime, metric=online_followers
+        http_mocker.get(
+            _get_user_insights_request_with_params(
+                BUSINESS_ACCOUNT_ID, since=expected_since, until=expected_until, period="lifetime", metric="online_followers"
+            ).build(),
+            _build_user_insights_response(),
+        )
+
+        test_config = ConfigBuilder().with_start_date("2024-01-14T00:00:00Z")
+        output = self._read(config_=test_config, state=state)
+
+        # With specific mocks for each chunk, we can now assert exact record count
+        # The merge strategy groups by date, and all chunks return the same date (2024-01-15T07:00:00+0000)
+        # so records should be merged into 1 record
+        assert len(output.records) == 1
+        assert len(output.state_messages) >= 1
+
+        # Verify the record has the expected business_account_id
+        record = output.records[0].record.data
+        assert record.get("business_account_id") == BUSINESS_ACCOUNT_ID
+
+        # Verify the record date matches the expected date from our response
+        # Note: The date is normalized to RFC 3339 format (+00:00) by the schema normalization
+        assert record.get("date") == "2024-01-15T07:00:00+00:00"
+
+
+class TestErrorHandling(TestCase):
+    """Test error handling for user_insights stream.
+
+    The user_insights stream has IGNORE error handlers for:
+    - error_subcode 2108006: "Insights error for business_account_id: {message}"
+    - code 100 with error_subcode 33: "Check provided permissions for: {message}"
+    - code 10 with specific permission message: "Check provided permissions for: {message}"
+
+    For IGNORE handlers, we verify:
+    1. No ERROR logs are produced
+    2. The configured error_message appears in logs (proving the handler was triggered)
+    3. Zero records are returned (graceful handling)
+    """
+
+    @staticmethod
+    def _read(config_: ConfigBuilder, expecting_exception: bool = False) -> EntrypointOutput:
+        return read_output(
+            config_builder=config_,
+            stream_name=_STREAM_NAME,
+            sync_mode=SyncMode.full_refresh,
+            expecting_exception=expecting_exception,
+        )
+
+    @HttpMocker()
+    @freezegun.freeze_time(_FROZEN_TIME)
+    def test_error_subcode_2108006_is_ignored(self, http_mocker: HttpMocker) -> None:
+        """Test that error_subcode 2108006 is gracefully ignored.
+
+        Verifies both error code and error message assertion per playbook requirements.
+        """
+        http_mocker.get(
+            get_account_request().build(),
+            get_account_response(),
+        )
+
+        error_message = "Invalid parameter"
+        http_mocker.get(
+            _get_user_insights_request_any_params(BUSINESS_ACCOUNT_ID).build(),
+            _build_error_response(code=100, message=error_message, error_subcode=2108006),
+        )
+
+        test_config = ConfigBuilder().with_start_date("2024-01-15T00:00:00Z")
+        output = self._read(config_=test_config)
+        assert len(output.records) == 0
+        assert not any(log.log.level == "ERROR" for log in output.logs)
+        log_messages = [log.log.message for log in output.logs]
+        assert any(
+            "Insights error for business_account_id" in msg for msg in log_messages
+        ), f"Expected 'Insights error for business_account_id' in logs but got: {log_messages}"
+
+    @HttpMocker()
+    @freezegun.freeze_time(_FROZEN_TIME)
+    def test_error_code_100_subcode_33_is_ignored(self, http_mocker: HttpMocker) -> None:
+        """Test that error code 100 with subcode 33 is gracefully ignored.
+
+        Verifies both error code and error message assertion per playbook requirements.
+        """
+        http_mocker.get(
+            get_account_request().build(),
+            get_account_response(),
+        )
+
+        error_message = "Unsupported get request"
+        http_mocker.get(
+            _get_user_insights_request_any_params(BUSINESS_ACCOUNT_ID).build(),
+            _build_error_response(code=100, message=error_message, error_subcode=33),
+        )
+
+        test_config = ConfigBuilder().with_start_date("2024-01-15T00:00:00Z")
+        output = self._read(config_=test_config)
+        assert len(output.records) == 0
+        assert not any(log.log.level == "ERROR" for log in output.logs)
+        log_messages = [log.log.message for log in output.logs]
+        assert any(
+            "Check provided permissions for" in msg for msg in log_messages
+        ), f"Expected 'Check provided permissions for' in logs but got: {log_messages}"
+
+    @HttpMocker()
+    @freezegun.freeze_time(_FROZEN_TIME)
+    def test_error_code_10_permission_denied_is_ignored(self, http_mocker: HttpMocker) -> None:
+        """Test that error code 10 with permission denied message is gracefully ignored.
+
+        Verifies both error code and error message assertion per playbook requirements.
+        """
+        http_mocker.get(
+            get_account_request().build(),
+            get_account_response(),
+        )
+
+        error_message = "(#10) Application does not have permission for this action"
+        http_mocker.get(
+            _get_user_insights_request_any_params(BUSINESS_ACCOUNT_ID).build(),
+            _build_error_response(code=10, message=error_message),
+        )
+
+        test_config = ConfigBuilder().with_start_date("2024-01-15T00:00:00Z")
+        output = self._read(config_=test_config)
+        assert len(output.records) == 0
+        assert not any(log.log.level == "ERROR" for log in output.logs)
+        log_messages = [log.log.message for log in output.logs]
+        assert any(
+            "Check provided permissions for" in msg for msg in log_messages
+        ), f"Expected 'Check provided permissions for' in logs but got: {log_messages}"
--- a/airbyte-integrations/connectors/source-instagram/unit_tests/mock_server/test_user_lifetime_insights.py
+++ b/airbyte-integrations/connectors/source-instagram/unit_tests/mock_server/test_user_lifetime_insights.py
@@ -18,7 +18,7 @@ from airbyte_cdk.test.mock_http.response_builder import (

 from .config import BUSINESS_ACCOUNT_ID, ConfigBuilder
 from .request_builder import RequestBuilder, get_account_request
-from .response_builder import get_account_response
+from .response_builder import SECOND_BUSINESS_ACCOUNT_ID, get_account_response, get_multiple_accounts_response
 from .utils import config, read_output


@@ -79,3 +79,47 @@ class TestFullRefresh(TestCase):
        output = self._read(config_=config())
        # each breakdown should produce a record
        assert len(output.records) == 3
+        # Verify transformation: breakdown, page_id, business_account_id, and metric fields are added
+        for record in output.records:
+            assert "breakdown" in record.record.data
+            assert "page_id" in record.record.data
+            assert "business_account_id" in record.record.data
+            assert "metric" in record.record.data
+            assert record.record.data["page_id"] is not None
+            assert record.record.data["business_account_id"] is not None
+
+    @HttpMocker()
+    def test_substream_with_multiple_parent_accounts(self, http_mocker: HttpMocker) -> None:
+        """Test user_lifetime_insights stream against 2+ parent accounts per playbook requirements."""
+        http_mocker.get(
+            get_account_request().build(),
+            get_multiple_accounts_response(),
+        )
+        # Mock requests for both accounts (each account has 3 breakdowns)
+        for breakdown in ["city", "country", "age,gender"]:
+            # First account
+            http_mocker.get(
+                _get_request().with_custom_param("breakdown", breakdown).build(),
+                _get_response().with_record(_record()).build(),
+            )
+            # Second account
+            http_mocker.get(
+                RequestBuilder.get_user_lifetime_insights_endpoint(item_id=SECOND_BUSINESS_ACCOUNT_ID)
+                .with_custom_param("metric", "follower_demographics")
+                .with_custom_param("period", "lifetime")
+                .with_custom_param("metric_type", "total_value")
+                .with_limit(100)
+                .with_custom_param("breakdown", breakdown)
+                .build(),
+                _get_response().with_record(_record()).build(),
+            )
+
+        output = self._read(config_=config())
+        # 2 accounts × 3 breakdowns = 6 records
+        assert len(output.records) == 6
+        # Verify transformations on all records
+        for record in output.records:
+            assert "breakdown" in record.record.data
+            assert "page_id" in record.record.data
+            assert "business_account_id" in record.record.data
+            assert "metric" in record.record.data
--- a/airbyte-integrations/connectors/source-instagram/unit_tests/mock_server/test_users.py
+++ b/airbyte-integrations/connectors/source-instagram/unit_tests/mock_server/test_users.py
@@ -18,7 +18,7 @@ from airbyte_cdk.test.mock_http.response_builder import (

 from .config import BUSINESS_ACCOUNT_ID, ConfigBuilder
 from .request_builder import RequestBuilder, get_account_request
-from .response_builder import get_account_response
+from .response_builder import SECOND_BUSINESS_ACCOUNT_ID, get_account_response, get_multiple_accounts_response
 from .utils import config, read_output


@@ -80,3 +80,31 @@ class TestFullRefresh(TestCase):

        output = self._read(config_=config())
        assert len(output.records) == 1
+        # Verify transformation: page_id field is added from partition
+        assert "page_id" in output.records[0].record.data
+        assert output.records[0].record.data["page_id"] is not None
+
+    @HttpMocker()
+    def test_substream_with_multiple_parent_accounts(self, http_mocker: HttpMocker) -> None:
+        """Test users stream against 2+ parent accounts per playbook requirements."""
+        http_mocker.get(
+            get_account_request().build(),
+            get_multiple_accounts_response(),
+        )
+        # Mock users requests for both accounts
+        http_mocker.get(
+            _get_request().build(),
+            _get_response().with_record(_record()).build(),
+        )
+        http_mocker.get(
+            RequestBuilder.get_users_endpoint(item_id=SECOND_BUSINESS_ACCOUNT_ID).with_fields(_FIELDS).build(),
+            _get_response().with_record(_record()).build(),
+        )
+
+        output = self._read(config_=config())
+        # Verify we get records from both accounts
+        assert len(output.records) == 2
+        # Verify transformations on all records
+        for record in output.records:
+            assert "page_id" in record.record.data
+            assert record.record.data["page_id"] is not None
--- a/airbyte-integrations/connectors/source-instagram/unit_tests/mock_server/utils.py
+++ b/airbyte-integrations/connectors/source-instagram/unit_tests/mock_server/utils.py
@@ -30,4 +30,4 @@ def read_output(
 ) -> EntrypointOutput:
    _catalog = catalog(stream_name, sync_mode)
    _config = config_builder.build()
-    return read(get_source(config=_config), _config, _catalog, state, expecting_exception)
+    return read(get_source(config=_config, state=state), _config, _catalog, state, expecting_exception)
--- a/airbyte-integrations/connectors/source-jira/unit_tests/conftest.py
+++ b/airbyte-integrations/connectors/source-jira/unit_tests/conftest.py
@@ -13,6 +13,8 @@ from responses import matchers

 from airbyte_cdk.sources.declarative.yaml_declarative_source import YamlDeclarativeSource
 from airbyte_cdk.sources.streams import Stream
+from airbyte_cdk.test.catalog_builder import CatalogBuilder
+from airbyte_cdk.test.state_builder import StateBuilder


 pytest_plugins = ["airbyte_cdk.test.utils.manifest_only_fixtures"]
@@ -34,6 +36,17 @@ _YAML_FILE_PATH = _SOURCE_FOLDER_PATH / "manifest.yaml"
 sys.path.append(str(_SOURCE_FOLDER_PATH))  # to allow loading custom components


+def get_source(config, state=None) -> YamlDeclarativeSource:
+    """
+    Create a YamlDeclarativeSource instance for testing.
+
+    This is the main entry point for running your connector in tests.
+    """
+    catalog = CatalogBuilder().build()
+    state = StateBuilder().build() if not state else state
+    return YamlDeclarativeSource(path_to_yaml=str(_YAML_FILE_PATH), catalog=catalog, config=config, state=state)
+
+
 def delete_cache_files(cache_directory):
    directory_path = Path(cache_directory)
    if directory_path.exists() and directory_path.is_dir():
--- a/airbyte-integrations/connectors/source-jira/unit_tests/integration/config.py
+++ b/airbyte-integrations/connectors/source-jira/unit_tests/integration/config.py
@@ -1,34 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-
-from datetime import datetime
-from typing import Any, Dict, List
-
-
-class ConfigBuilder:
-    def __init__(self) -> None:
-        self._config: Dict[str, Any] = {
-            "api_token": "any_api_token",
-            "domain": "airbyteio.atlassian.net",
-            "email": "integration-test@airbyte.io",
-            "start_date": "2021-01-01T00:00:00Z",
-            "projects": [],
-        }
-
-    def with_api_token(self, api_token: str) -> "ConfigBuilder":
-        self._config["api_token"] = api_token
-        return self
-
-    def with_domain(self, domain: str) -> "ConfigBuilder":
-        self._config["domain"] = domain
-        return self
-
-    def with_start_date(self, start_datetime: datetime) -> "ConfigBuilder":
-        self._config["start_date"] = start_datetime.strftime("%Y-%m-%dT%H:%M:%SZ")
-        return self
-
-    def with_projects(self, projects: List[str]) -> "ConfigBuilder":
-        self._config["projects"] = projects
-        return self
-
-    def build(self) -> Dict[str, Any]:
-        return self._config
--- a/airbyte-integrations/connectors/source-jira/unit_tests/integration/test_issues.py
+++ b/airbyte-integrations/connectors/source-jira/unit_tests/integration/test_issues.py
@@ -1,95 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-import json
-import os
-from datetime import datetime, timezone
-from typing import Any, Dict
-from unittest import TestCase
-
-import freezegun
-from conftest import _YAML_FILE_PATH
-
-from airbyte_cdk.models import ConfiguredAirbyteCatalog, SyncMode
-from airbyte_cdk.sources.declarative.yaml_declarative_source import YamlDeclarativeSource
-from airbyte_cdk.test.catalog_builder import CatalogBuilder
-from airbyte_cdk.test.entrypoint_wrapper import read
-from airbyte_cdk.test.mock_http import HttpMocker, HttpRequest
-from airbyte_cdk.test.mock_http.response_builder import (
-    FieldPath,
-    HttpResponseBuilder,
-    RecordBuilder,
-    create_record_builder,
-    create_response_builder,
-)
-from airbyte_cdk.test.state_builder import StateBuilder
-from integration.config import ConfigBuilder
-
-
-_STREAM_NAME = "issues"
-_API_TOKEN = "api_token"
-_DOMAIN = "airbyteio.atlassian.net"
-_NOW = datetime(2024, 1, 1, tzinfo=timezone.utc)
-
-
-def _create_config() -> ConfigBuilder:
-    return ConfigBuilder().with_api_token(_API_TOKEN).with_domain(_DOMAIN)
-
-
-def _create_catalog(sync_mode: SyncMode = SyncMode.full_refresh) -> ConfiguredAirbyteCatalog:
-    return CatalogBuilder().with_stream(name="issues", sync_mode=sync_mode).build()
-
-
-def _response_template() -> Dict[str, Any]:
-    with open(os.path.join(os.path.dirname(__file__), "..", "responses", "issues.json")) as response_file_handler:
-        return json.load(response_file_handler)
-
-
-def _create_response() -> HttpResponseBuilder:
-    return create_response_builder(
-        response_template=_response_template(),
-        records_path=FieldPath("issues"),
-    )
-
-
-def _create_record() -> RecordBuilder:
-    return create_record_builder(
-        _response_template(), FieldPath("issues"), record_id_path=FieldPath("id"), record_cursor_path=FieldPath("updated")
-    )
-
-
-@freezegun.freeze_time(_NOW.isoformat())
-class IssuesTest(TestCase):
-    @HttpMocker()
-    def test_given_timezone_in_state_when_read_consider_timezone(self, http_mocker: HttpMocker) -> None:
-        config = _create_config().build()
-        datetime_with_timezone = "2023-11-01T00:00:00.000-0800"
-        timestamp_with_timezone = 1698825600000
-        state = (
-            StateBuilder()
-            .with_stream_state(
-                "issues",
-                {
-                    "use_global_cursor": False,
-                    "state": {"updated": datetime_with_timezone},
-                    "lookback_window": 2,
-                    "states": [{"partition": {}, "cursor": {"updated": datetime_with_timezone}}],
-                },
-            )
-            .build()
-        )
-        http_mocker.get(
-            HttpRequest(
-                f"https://{_DOMAIN}/rest/api/3/search/jql",
-                {
-                    "fields": "*all",
-                    "jql": f"updated >= {timestamp_with_timezone} ORDER BY updated asc",
-                    "expand": "renderedFields,transitions,changelog",
-                    "maxResults": "50",
-                },
-            ),
-            _create_response().with_record(_create_record()).with_record(_create_record()).build(),
-        )
-
-        source = YamlDeclarativeSource(config=config, catalog=_create_catalog(), state=state, path_to_yaml=str(_YAML_FILE_PATH))
-        actual_messages = read(source, config=config, catalog=_create_catalog(), state=state)
-
-        assert len(actual_messages.records) == 2
--- a/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/init.py
+++ b/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/init.py
--- a/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/config.py
+++ b/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/config.py
@@ -0,0 +1,82 @@
+# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
+
+from datetime import datetime
+from typing import Any, Dict, List
+
+
+class ConfigBuilder:
+    """
+    Builder for creating Jira connector configurations for tests.
+
+    Example usage:
+        config = (
+            ConfigBuilder()
+            .with_domain("mycompany.atlassian.net")
+            .with_api_token("test_token")
+            .with_projects(["PROJ1", "PROJ2"])
+            .build()
+        )
+    """
+
+    def __init__(self) -> None:
+        self._config: Dict[str, Any] = {
+            "api_token": "any_api_token",
+            "domain": "airbyteio.atlassian.net",
+            "email": "integration-test@airbyte.io",
+            "start_date": "2021-01-01T00:00:00Z",
+            "projects": [],
+        }
+
+    def with_api_token(self, api_token: str) -> "ConfigBuilder":
+        """Set the API token for authentication."""
+        self._config["api_token"] = api_token
+        return self
+
+    def with_domain(self, domain: str) -> "ConfigBuilder":
+        """Set the Jira domain (e.g., 'mycompany.atlassian.net')."""
+        self._config["domain"] = domain
+        return self
+
+    def with_email(self, email: str) -> "ConfigBuilder":
+        """Set the email for authentication."""
+        self._config["email"] = email
+        return self
+
+    def with_start_date(self, start_datetime: datetime) -> "ConfigBuilder":
+        """Set the replication start date."""
+        self._config["start_date"] = start_datetime.strftime("%Y-%m-%dT%H:%M:%SZ")
+        return self
+
+    def with_start_date_str(self, start_date: str) -> "ConfigBuilder":
+        """Set the replication start date as a string."""
+        self._config["start_date"] = start_date
+        return self
+
+    def with_projects(self, projects: List[str]) -> "ConfigBuilder":
+        """Set the list of project keys to sync."""
+        self._config["projects"] = projects
+        return self
+
+    def with_lookback_window_minutes(self, minutes: int) -> "ConfigBuilder":
+        """Set the lookback window in minutes for incremental syncs."""
+        self._config["lookback_window_minutes"] = minutes
+        return self
+
+    def with_enable_experimental_streams(self, enabled: bool) -> "ConfigBuilder":
+        """Enable or disable experimental streams."""
+        self._config["enable_experimental_streams"] = enabled
+        return self
+
+    def with_issues_stream_expand_with(self, expand_with: List[str]) -> "ConfigBuilder":
+        """Set the expand options for the issues stream."""
+        self._config["issues_stream_expand_with"] = expand_with
+        return self
+
+    def with_render_fields(self, render_fields: bool) -> "ConfigBuilder":
+        """Enable or disable rendering of fields."""
+        self._config["render_fields"] = render_fields
+        return self
+
+    def build(self) -> Dict[str, Any]:
+        """Build and return the configuration dictionary."""
+        return self._config
--- a/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/request_builder.py
+++ b/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/request_builder.py
@@ -0,0 +1,379 @@
+# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
+
+from airbyte_cdk.test.mock_http import HttpRequest
+from airbyte_cdk.test.mock_http.request import ANY_QUERY_PARAMS
+
+
+class JiraRequestBuilder:
+    """
+    Builder for creating HTTP requests for Jira API endpoints.
+
+    This builder helps create clean, reusable request definitions for tests
+    instead of manually constructing HttpRequest objects each time.
+
+    Example usage:
+        request = (
+            JiraRequestBuilder.application_roles_endpoint("domain.atlassian.net")
+            .build()
+        )
+    """
+
+    API_V3_BASE = "https://{domain}/rest/api/3"
+    AGILE_V1_BASE = "https://{domain}/rest/agile/1.0"
+
+    @classmethod
+    def application_roles_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /applicationrole endpoint."""
+        return cls(domain, "applicationrole", api_version="v3")
+
+    @classmethod
+    def avatars_endpoint(cls, domain: str, avatar_type: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /avatar/{type}/system endpoint."""
+        return cls(domain, f"avatar/{avatar_type}/system", api_version="v3")
+
+    @classmethod
+    def boards_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /board endpoint (Agile API)."""
+        return cls(domain, "board", api_version="agile")
+
+    @classmethod
+    def dashboards_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /dashboard endpoint."""
+        return cls(domain, "dashboard", api_version="v3")
+
+    @classmethod
+    def filters_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /filter/search endpoint."""
+        return cls(domain, "filter/search", api_version="v3")
+
+    @classmethod
+    def filter_sharing_endpoint(cls, domain: str, filter_id: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /filter/{id}/permission endpoint."""
+        return cls(domain, f"filter/{filter_id}/permission", api_version="v3")
+
+    @classmethod
+    def groups_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /group/bulk endpoint."""
+        return cls(domain, "group/bulk", api_version="v3")
+
+    @classmethod
+    def issue_fields_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /field endpoint."""
+        return cls(domain, "field", api_version="v3")
+
+    @classmethod
+    def issue_field_configurations_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /fieldconfiguration endpoint."""
+        return cls(domain, "fieldconfiguration", api_version="v3")
+
+    @classmethod
+    def issue_custom_field_contexts_endpoint(cls, domain: str, field_id: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /field/{fieldId}/context endpoint."""
+        return cls(domain, f"field/{field_id}/context", api_version="v3")
+
+    @classmethod
+    def issue_custom_field_options_endpoint(cls, domain: str, field_id: str, context_id: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /field/{fieldId}/context/{contextId}/option endpoint."""
+        return cls(domain, f"field/{field_id}/context/{context_id}/option", api_version="v3")
+
+    @classmethod
+    def issue_link_types_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /issueLinkType endpoint."""
+        return cls(domain, "issueLinkType", api_version="v3")
+
+    @classmethod
+    def issue_navigator_settings_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /settings/columns endpoint."""
+        return cls(domain, "settings/columns", api_version="v3")
+
+    @classmethod
+    def issue_notification_schemes_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /notificationscheme endpoint."""
+        return cls(domain, "notificationscheme", api_version="v3")
+
+    @classmethod
+    def issue_priorities_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /priority/search endpoint."""
+        return cls(domain, "priority/search", api_version="v3")
+
+    @classmethod
+    def issue_resolutions_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /resolution/search endpoint."""
+        return cls(domain, "resolution/search", api_version="v3")
+
+    @classmethod
+    def issue_security_schemes_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /issuesecurityschemes endpoint."""
+        return cls(domain, "issuesecurityschemes", api_version="v3")
+
+    @classmethod
+    def issue_types_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /issuetype endpoint."""
+        return cls(domain, "issuetype", api_version="v3")
+
+    @classmethod
+    def issue_type_schemes_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /issuetypescheme endpoint."""
+        return cls(domain, "issuetypescheme", api_version="v3")
+
+    @classmethod
+    def issue_type_screen_schemes_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /issuetypescreenscheme endpoint."""
+        return cls(domain, "issuetypescreenscheme", api_version="v3")
+
+    @classmethod
+    def issues_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /search/jql endpoint."""
+        return cls(domain, "search/jql", api_version="v3")
+
+    @classmethod
+    def issue_changelogs_endpoint(cls, domain: str, issue_id_or_key: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /issue/{issueIdOrKey}/changelog endpoint."""
+        return cls(domain, f"issue/{issue_id_or_key}/changelog", api_version="v3")
+
+    @classmethod
+    def issue_comments_endpoint(cls, domain: str, issue_id_or_key: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /issue/{issueIdOrKey}/comment endpoint."""
+        return cls(domain, f"issue/{issue_id_or_key}/comment", api_version="v3")
+
+    @classmethod
+    def issue_properties_endpoint(cls, domain: str, issue_id_or_key: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /issue/{issueIdOrKey}/properties endpoint."""
+        return cls(domain, f"issue/{issue_id_or_key}/properties", api_version="v3")
+
+    @classmethod
+    def issue_property_endpoint(cls, domain: str, issue_id_or_key: str, property_key: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /issue/{issueIdOrKey}/properties/{propertyKey} endpoint."""
+        return cls(domain, f"issue/{issue_id_or_key}/properties/{property_key}", api_version="v3")
+
+    @classmethod
+    def issue_remote_links_endpoint(cls, domain: str, issue_id_or_key: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /issue/{issueIdOrKey}/remotelink endpoint."""
+        return cls(domain, f"issue/{issue_id_or_key}/remotelink", api_version="v3")
+
+    @classmethod
+    def issue_transitions_endpoint(cls, domain: str, issue_id_or_key: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /issue/{issueIdOrKey}/transitions endpoint."""
+        return cls(domain, f"issue/{issue_id_or_key}/transitions", api_version="v3")
+
+    @classmethod
+    def issue_votes_endpoint(cls, domain: str, issue_id_or_key: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /issue/{issueIdOrKey}/votes endpoint."""
+        return cls(domain, f"issue/{issue_id_or_key}/votes", api_version="v3")
+
+    @classmethod
+    def issue_watchers_endpoint(cls, domain: str, issue_id_or_key: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /issue/{issueIdOrKey}/watchers endpoint."""
+        return cls(domain, f"issue/{issue_id_or_key}/watchers", api_version="v3")
+
+    @classmethod
+    def issue_worklogs_endpoint(cls, domain: str, issue_id_or_key: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /issue/{issueIdOrKey}/worklog endpoint."""
+        return cls(domain, f"issue/{issue_id_or_key}/worklog", api_version="v3")
+
+    @classmethod
+    def jira_settings_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /application-properties endpoint."""
+        return cls(domain, "application-properties", api_version="v3")
+
+    @classmethod
+    def labels_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /label endpoint."""
+        return cls(domain, "label", api_version="v3")
+
+    @classmethod
+    def permissions_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /permissions endpoint."""
+        return cls(domain, "permissions", api_version="v3")
+
+    @classmethod
+    def permission_schemes_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /permissionscheme endpoint."""
+        return cls(domain, "permissionscheme", api_version="v3")
+
+    @classmethod
+    def projects_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /project/search endpoint."""
+        return cls(domain, "project/search", api_version="v3")
+
+    @classmethod
+    def project_avatars_endpoint(cls, domain: str, project_id_or_key: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /project/{projectIdOrKey}/avatars endpoint."""
+        return cls(domain, f"project/{project_id_or_key}/avatars", api_version="v3")
+
+    @classmethod
+    def project_categories_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /projectCategory endpoint."""
+        return cls(domain, "projectCategory", api_version="v3")
+
+    @classmethod
+    def project_components_endpoint(cls, domain: str, project_id_or_key: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /project/{projectIdOrKey}/component endpoint."""
+        return cls(domain, f"project/{project_id_or_key}/component", api_version="v3")
+
+    @classmethod
+    def project_email_endpoint(cls, domain: str, project_id: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /project/{projectId}/email endpoint."""
+        return cls(domain, f"project/{project_id}/email", api_version="v3")
+
+    @classmethod
+    def project_permission_schemes_endpoint(cls, domain: str, project_key_or_id: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /project/{projectKeyOrId}/securitylevel endpoint."""
+        return cls(domain, f"project/{project_key_or_id}/securitylevel", api_version="v3")
+
+    @classmethod
+    def project_roles_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /role endpoint."""
+        return cls(domain, "role", api_version="v3")
+
+    @classmethod
+    def project_types_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /project/type endpoint."""
+        return cls(domain, "project/type", api_version="v3")
+
+    @classmethod
+    def project_versions_endpoint(cls, domain: str, project_id_or_key: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /project/{projectIdOrKey}/version endpoint."""
+        return cls(domain, f"project/{project_id_or_key}/version", api_version="v3")
+
+    @classmethod
+    def screens_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /screens endpoint."""
+        return cls(domain, "screens", api_version="v3")
+
+    @classmethod
+    def screen_tabs_endpoint(cls, domain: str, screen_id: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /screens/{screenId}/tabs endpoint."""
+        return cls(domain, f"screens/{screen_id}/tabs", api_version="v3")
+
+    @classmethod
+    def screen_tab_fields_endpoint(cls, domain: str, screen_id: str, tab_id: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /screens/{screenId}/tabs/{tabId}/fields endpoint."""
+        return cls(domain, f"screens/{screen_id}/tabs/{tab_id}/fields", api_version="v3")
+
+    @classmethod
+    def screen_schemes_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /screenscheme endpoint."""
+        return cls(domain, "screenscheme", api_version="v3")
+
+    @classmethod
+    def sprints_endpoint(cls, domain: str, board_id: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /board/{boardId}/sprint endpoint (Agile API)."""
+        return cls(domain, f"board/{board_id}/sprint", api_version="agile")
+
+    @classmethod
+    def sprint_issues_endpoint(cls, domain: str, sprint_id: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /sprint/{sprintId}/issue endpoint (Agile API)."""
+        return cls(domain, f"sprint/{sprint_id}/issue", api_version="agile")
+
+    @classmethod
+    def board_issues_endpoint(cls, domain: str, board_id: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /board/{boardId}/issue endpoint (Agile API)."""
+        return cls(domain, f"board/{board_id}/issue", api_version="agile")
+
+    @classmethod
+    def time_tracking_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /configuration/timetracking/list endpoint."""
+        return cls(domain, "configuration/timetracking/list", api_version="v3")
+
+    @classmethod
+    def users_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /users/search endpoint."""
+        return cls(domain, "users/search", api_version="v3")
+
+    @classmethod
+    def users_groups_detailed_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /user endpoint."""
+        return cls(domain, "user", api_version="v3")
+
+    @classmethod
+    def workflows_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /workflow/search endpoint."""
+        return cls(domain, "workflow/search", api_version="v3")
+
+    @classmethod
+    def workflow_schemes_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /workflowscheme endpoint."""
+        return cls(domain, "workflowscheme", api_version="v3")
+
+    @classmethod
+    def workflow_statuses_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /status endpoint."""
+        return cls(domain, "status", api_version="v3")
+
+    @classmethod
+    def workflow_status_categories_endpoint(cls, domain: str) -> "JiraRequestBuilder":
+        """Create a request builder for the /statuscategory endpoint."""
+        return cls(domain, "statuscategory", api_version="v3")
+
+    def __init__(self, domain: str, resource: str, api_version: str = "v3"):
+        """
+        Initialize the request builder.
+
+        Args:
+            domain: The Jira domain (e.g., 'mycompany.atlassian.net')
+            resource: The API resource path (e.g., 'applicationrole', 'project/search')
+            api_version: The API version ('v3' for REST API v3, 'agile' for Agile API v1)
+        """
+        self._domain = domain
+        self._resource = resource
+        self._api_version = api_version
+        self._query_params: dict = {}
+        self._use_any_query_params = False
+
+    def with_max_results(self, max_results: int) -> "JiraRequestBuilder":
+        """Set the maxResults query parameter for pagination."""
+        self._query_params["maxResults"] = str(max_results)
+        return self
+
+    def with_start_at(self, start_at: int) -> "JiraRequestBuilder":
+        """Set the startAt query parameter for pagination."""
+        self._query_params["startAt"] = str(start_at)
+        return self
+
+    def with_expand(self, expand: str) -> "JiraRequestBuilder":
+        """Set the expand query parameter."""
+        self._query_params["expand"] = expand
+        return self
+
+    def with_jql(self, jql: str) -> "JiraRequestBuilder":
+        """Set the jql query parameter for issue searches."""
+        self._query_params["jql"] = jql
+        return self
+
+    def with_fields(self, fields: str) -> "JiraRequestBuilder":
+        """Set the fields query parameter."""
+        self._query_params["fields"] = fields
+        return self
+
+    def with_query_param(self, key: str, value: str) -> "JiraRequestBuilder":
+        """Add a custom query parameter."""
+        self._query_params[key] = value
+        return self
+
+    def with_any_query_params(self) -> "JiraRequestBuilder":
+        """Use ANY_QUERY_PARAMS matcher for dynamic/unpredictable parameters."""
+        self._use_any_query_params = True
+        return self
+
+    def build(self) -> HttpRequest:
+        """
+        Build and return the HttpRequest object.
+
+        Returns:
+            HttpRequest configured with the URL and query params
+        """
+        if self._api_version == "agile":
+            base_url = self.AGILE_V1_BASE.format(domain=self._domain)
+        else:
+            base_url = self.API_V3_BASE.format(domain=self._domain)
+
+        url = f"{base_url}/{self._resource}"
+
+        if self._use_any_query_params:
+            return HttpRequest(url=url, query_params=ANY_QUERY_PARAMS)
+
+        return HttpRequest(
+            url=url,
+            query_params=self._query_params if self._query_params else None,
+        )
--- a/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/response_builder.py
+++ b/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/response_builder.py
@@ -0,0 +1,366 @@
+# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
+
+import json
+from typing import Any, Dict, List, Optional
+
+from airbyte_cdk.test.mock_http import HttpResponse
+
+
+class JiraPaginatedResponseBuilder:
+    """
+    Builder for creating paginated Jira API responses.
+
+    This builder simplifies creating mock responses for pagination tests by handling
+    the boilerplate JSON structure that Jira API returns.
+
+    Jira uses cursor-based pagination with the following fields:
+    - startAt: The starting index of the returned items
+    - maxResults: The maximum number of items returned per page
+    - total: The total number of items available
+    - isLast: Boolean indicating if this is the last page
+
+    The stop_condition in the manifest is:
+    {{ response.get('isLast') or response.get('startAt') + response.get('maxResults') >= response.get('total') }}
+
+    Example usage:
+        response = (
+            JiraPaginatedResponseBuilder("values")
+            .with_records([project1, project2])
+            .with_pagination(start_at=0, max_results=50, total=100, is_last=False)
+            .build()
+        )
+    """
+
+    def __init__(self, records_field: str = "values"):
+        """
+        Initialize the response builder.
+
+        Args:
+            records_field: The field name containing the records array (e.g., "values", "issues")
+        """
+        self._records_field = records_field
+        self._records: List[Dict[str, Any]] = []
+        self._start_at: int = 0
+        self._max_results: int = 50
+        self._total: Optional[int] = None
+        self._is_last: Optional[bool] = None
+        self._status_code: int = 200
+        self._extra_fields: Dict[str, Any] = {}
+
+    def with_records(self, records: List[Dict[str, Any]]) -> "JiraPaginatedResponseBuilder":
+        """
+        Add records to the response.
+
+        Args:
+            records: List of record dictionaries to include in the response
+
+        Returns:
+            Self for method chaining
+        """
+        self._records = records
+        return self
+
+    def with_pagination(
+        self,
+        start_at: int = 0,
+        max_results: int = 50,
+        total: Optional[int] = None,
+        is_last: Optional[bool] = None,
+    ) -> "JiraPaginatedResponseBuilder":
+        """
+        Set pagination metadata.
+
+        Args:
+            start_at: The starting index of the returned items
+            max_results: The maximum number of items returned per page
+            total: The total number of items available (defaults to len(records) if not set)
+            is_last: Boolean indicating if this is the last page (calculated if not set)
+
+        Returns:
+            Self for method chaining
+        """
+        self._start_at = start_at
+        self._max_results = max_results
+        self._total = total
+        self._is_last = is_last
+        return self
+
+    def with_status_code(self, status_code: int) -> "JiraPaginatedResponseBuilder":
+        """
+        Set the HTTP status code.
+
+        Args:
+            status_code: HTTP status code for the response
+
+        Returns:
+            Self for method chaining
+        """
+        self._status_code = status_code
+        return self
+
+    def with_extra_field(self, key: str, value: Any) -> "JiraPaginatedResponseBuilder":
+        """
+        Add an extra field to the response body.
+
+        Args:
+            key: Field name
+            value: Field value
+
+        Returns:
+            Self for method chaining
+        """
+        self._extra_fields[key] = value
+        return self
+
+    def build(self) -> HttpResponse:
+        """
+        Build the HTTP response with paginated data.
+
+        Returns:
+            HttpResponse object with the paginated response body
+        """
+        total = self._total if self._total is not None else len(self._records)
+
+        if self._is_last is not None:
+            is_last = self._is_last
+        else:
+            is_last = (self._start_at + self._max_results) >= total
+
+        response_body = {
+            self._records_field: self._records,
+            "startAt": self._start_at,
+            "maxResults": self._max_results,
+            "total": total,
+            "isLast": is_last,
+        }
+
+        response_body.update(self._extra_fields)
+
+        return HttpResponse(body=json.dumps(response_body), status_code=self._status_code)
+
+    @classmethod
+    def single_page(cls, records_field: str, records: List[Dict[str, Any]]) -> HttpResponse:
+        """
+        Convenience method to create a single-page response.
+
+        Args:
+            records_field: The field name containing the records array
+            records: List of records to include
+
+        Returns:
+            HttpResponse for a single page with isLast=True
+        """
+        return (
+            cls(records_field).with_records(records).with_pagination(start_at=0, max_results=50, total=len(records), is_last=True).build()
+        )
+
+    @classmethod
+    def empty_page(cls, records_field: str = "values") -> HttpResponse:
+        """
+        Convenience method to create an empty response.
+
+        Args:
+            records_field: The field name containing the records array
+
+        Returns:
+            HttpResponse for an empty result set
+        """
+        return cls(records_field).with_records([]).with_pagination(start_at=0, max_results=50, total=0, is_last=True).build()
+
+
+class JiraAgileResponseBuilder:
+    """
+    Builder for creating Agile API responses (boards, sprints, etc.).
+
+    The Agile API uses a slightly different pagination structure with 'values' as the records field.
+    """
+
+    def __init__(self, records_field: str = "values"):
+        """
+        Initialize the response builder.
+
+        Args:
+            records_field: The field name containing the records array
+        """
+        self._records_field = records_field
+        self._records: List[Dict[str, Any]] = []
+        self._start_at: int = 0
+        self._max_results: int = 50
+        self._total: Optional[int] = None
+        self._is_last: Optional[bool] = None
+        self._status_code: int = 200
+
+    def with_records(self, records: List[Dict[str, Any]]) -> "JiraAgileResponseBuilder":
+        """Add records to the response."""
+        self._records = records
+        return self
+
+    def with_pagination(
+        self,
+        start_at: int = 0,
+        max_results: int = 50,
+        total: Optional[int] = None,
+        is_last: Optional[bool] = None,
+    ) -> "JiraAgileResponseBuilder":
+        """Set pagination metadata."""
+        self._start_at = start_at
+        self._max_results = max_results
+        self._total = total
+        self._is_last = is_last
+        return self
+
+    def with_status_code(self, status_code: int) -> "JiraAgileResponseBuilder":
+        """Set the HTTP status code."""
+        self._status_code = status_code
+        return self
+
+    def build(self) -> HttpResponse:
+        """Build the HTTP response."""
+        total = self._total if self._total is not None else len(self._records)
+
+        if self._is_last is not None:
+            is_last = self._is_last
+        else:
+            is_last = (self._start_at + self._max_results) >= total
+
+        response_body = {
+            self._records_field: self._records,
+            "startAt": self._start_at,
+            "maxResults": self._max_results,
+            "total": total,
+            "isLast": is_last,
+        }
+
+        return HttpResponse(body=json.dumps(response_body), status_code=self._status_code)
+
+
+class JiraJqlResponseBuilder:
+    """
+    Builder for creating JQL search responses (issues stream).
+
+    The JQL API uses 'issues' as the records field and supports nextPageToken pagination.
+    """
+
+    def __init__(self):
+        """Initialize the response builder."""
+        self._records: List[Dict[str, Any]] = []
+        self._start_at: int = 0
+        self._max_results: int = 50
+        self._total: Optional[int] = None
+        self._is_last: Optional[bool] = None
+        self._next_page_token: Optional[str] = None
+        self._status_code: int = 200
+
+    def with_records(self, records: List[Dict[str, Any]]) -> "JiraJqlResponseBuilder":
+        """Add records to the response."""
+        self._records = records
+        return self
+
+    def with_pagination(
+        self,
+        start_at: int = 0,
+        max_results: int = 50,
+        total: Optional[int] = None,
+        is_last: Optional[bool] = None,
+        next_page_token: Optional[str] = None,
+    ) -> "JiraJqlResponseBuilder":
+        """Set pagination metadata."""
+        self._start_at = start_at
+        self._max_results = max_results
+        self._total = total
+        self._is_last = is_last
+        self._next_page_token = next_page_token
+        return self
+
+    def with_status_code(self, status_code: int) -> "JiraJqlResponseBuilder":
+        """Set the HTTP status code."""
+        self._status_code = status_code
+        return self
+
+    def build(self) -> HttpResponse:
+        """Build the HTTP response."""
+        total = self._total if self._total is not None else len(self._records)
+
+        if self._is_last is not None:
+            is_last = self._is_last
+        else:
+            is_last = self._next_page_token is None
+
+        response_body: Dict[str, Any] = {
+            "issues": self._records,
+            "startAt": self._start_at,
+            "maxResults": self._max_results,
+            "total": total,
+            "isLast": is_last,
+        }
+
+        if self._next_page_token:
+            response_body["nextPageToken"] = self._next_page_token
+
+        return HttpResponse(body=json.dumps(response_body), status_code=self._status_code)
+
+
+class JiraErrorResponseBuilder:
+    """
+    Builder for creating Jira error responses.
+    """
+
+    def __init__(self):
+        """Initialize the error response builder."""
+        self._error_messages: List[str] = []
+        self._errors: Dict[str, str] = {}
+        self._status_code: int = 400
+
+    def with_error_messages(self, messages: List[str]) -> "JiraErrorResponseBuilder":
+        """Add error messages to the response."""
+        self._error_messages = messages
+        return self
+
+    def with_errors(self, errors: Dict[str, str]) -> "JiraErrorResponseBuilder":
+        """Add field-specific errors to the response."""
+        self._errors = errors
+        return self
+
+    def with_status_code(self, status_code: int) -> "JiraErrorResponseBuilder":
+        """Set the HTTP status code."""
+        self._status_code = status_code
+        return self
+
+    def build(self) -> HttpResponse:
+        """Build the HTTP error response."""
+        response_body: Dict[str, Any] = {}
+
+        if self._error_messages:
+            response_body["errorMessages"] = self._error_messages
+
+        if self._errors:
+            response_body["errors"] = self._errors
+
+        return HttpResponse(body=json.dumps(response_body), status_code=self._status_code)
+
+
+class JiraSimpleResponseBuilder:
+    """
+    Builder for creating simple Jira API responses without pagination.
+
+    Used for endpoints that return a single object or a simple array.
+    """
+
+    def __init__(self):
+        """Initialize the simple response builder."""
+        self._body: Any = None
+        self._status_code: int = 200
+
+    def with_body(self, body: Any) -> "JiraSimpleResponseBuilder":
+        """Set the response body."""
+        self._body = body
+        return self
+
+    def with_status_code(self, status_code: int) -> "JiraSimpleResponseBuilder":
+        """Set the HTTP status code."""
+        self._status_code = status_code
+        return self
+
+    def build(self) -> HttpResponse:
+        """Build the HTTP response."""
+        return HttpResponse(body=json.dumps(self._body), status_code=self._status_code)
--- a/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/test_application_roles.py
+++ b/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/test_application_roles.py
@@ -0,0 +1,175 @@
+# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
+
+import json
+from datetime import datetime, timezone
+from unittest import TestCase
+
+import freezegun
+from conftest import get_source
+
+from airbyte_cdk.models import SyncMode
+from airbyte_cdk.test.catalog_builder import CatalogBuilder
+from airbyte_cdk.test.entrypoint_wrapper import read
+from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import JiraRequestBuilder
+
+
+_NOW = datetime.now(timezone.utc)
+_STREAM_NAME = "application_roles"
+_DOMAIN = "airbyteio.atlassian.net"
+
+
+@freezegun.freeze_time(_NOW.isoformat())
+class TestApplicationRolesStream(TestCase):
+    """
+    Tests for the Jira 'application_roles' stream.
+
+    This is a simple full refresh stream without pagination.
+    It uses selector_base (extracts from root array) and no pagination.
+    """
+
+    @HttpMocker()
+    def test_full_refresh_single_record(self, http_mocker: HttpMocker):
+        """
+        Test that connector correctly fetches application roles.
+
+        Given: A configured Jira connector
+        When: Running a full refresh sync for the application_roles stream
+        Then: The connector should make the correct API request and return all records
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        http_mocker.get(
+            JiraRequestBuilder.application_roles_endpoint(_DOMAIN).build(),
+            HttpResponse(
+                body=json.dumps(
+                    [
+                        {
+                            "key": "jira-software",
+                            "groups": ["jira-software-users", "administrators"],
+                            "name": "Jira Software",
+                            "defaultGroups": ["jira-software-users"],
+                            "selectedByDefault": False,
+                            "defined": True,
+                            "numberOfSeats": 100,
+                            "remainingSeats": 61,
+                            "userCount": 14,
+                            "userCountDescription": "users",
+                            "hasUnlimitedSeats": False,
+                            "platform": False,
+                        }
+                    ]
+                ),
+                status_code=200,
+            ),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 1
+        record = output.records[0].record.data
+        assert record["key"] == "jira-software"
+        assert record["name"] == "Jira Software"
+        assert record["numberOfSeats"] == 100
+        assert record["userCount"] == 14
+
+    @HttpMocker()
+    def test_full_refresh_multiple_records(self, http_mocker: HttpMocker):
+        """
+        Test that connector correctly fetches multiple application roles.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        http_mocker.get(
+            JiraRequestBuilder.application_roles_endpoint(_DOMAIN).build(),
+            HttpResponse(
+                body=json.dumps(
+                    [
+                        {
+                            "key": "jira-software",
+                            "groups": ["jira-software-users"],
+                            "name": "Jira Software",
+                            "defaultGroups": ["jira-software-users"],
+                            "selectedByDefault": False,
+                            "defined": True,
+                            "numberOfSeats": 100,
+                            "remainingSeats": 61,
+                            "userCount": 14,
+                            "userCountDescription": "users",
+                            "hasUnlimitedSeats": False,
+                            "platform": False,
+                        },
+                        {
+                            "key": "jira-core",
+                            "groups": ["jira-core-users"],
+                            "name": "Jira Core",
+                            "defaultGroups": ["jira-core-users"],
+                            "selectedByDefault": True,
+                            "defined": True,
+                            "numberOfSeats": 50,
+                            "remainingSeats": 30,
+                            "userCount": 20,
+                            "userCountDescription": "users",
+                            "hasUnlimitedSeats": False,
+                            "platform": True,
+                        },
+                    ]
+                ),
+                status_code=200,
+            ),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 2
+        assert output.records[0].record.data["key"] == "jira-software"
+        assert output.records[1].record.data["key"] == "jira-core"
+
+    @HttpMocker()
+    def test_empty_results(self, http_mocker: HttpMocker):
+        """
+        Test that connector handles empty results gracefully.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        http_mocker.get(
+            JiraRequestBuilder.application_roles_endpoint(_DOMAIN).build(),
+            HttpResponse(body=json.dumps([]), status_code=200),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 0
+        assert not any(log.log.level == "ERROR" for log in output.logs)
+
+    @HttpMocker()
+    def test_error_400_ignored(self, http_mocker: HttpMocker):
+        """
+        Test that connector ignores 400 errors per the default error handler.
+
+        The manifest configures 400 errors with action: IGNORE, which means the connector
+        silently ignores bad request errors and continues the sync with 0 records.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        http_mocker.get(
+            JiraRequestBuilder.application_roles_endpoint(_DOMAIN).build(),
+            HttpResponse(
+                body=json.dumps({"errorMessages": ["Bad request"]}),
+                status_code=400,
+            ),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog, expecting_exception=False)
+
+        assert len(output.records) == 0
+        assert not any(log.log.level == "ERROR" for log in output.logs)
--- a/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/test_avatars.py
+++ b/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/test_avatars.py
@@ -0,0 +1,161 @@
+# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
+
+import json
+from datetime import datetime, timezone
+from unittest import TestCase
+
+import freezegun
+from conftest import get_source
+
+from airbyte_cdk.models import SyncMode
+from airbyte_cdk.test.catalog_builder import CatalogBuilder
+from airbyte_cdk.test.entrypoint_wrapper import read
+from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import JiraRequestBuilder
+
+
+_NOW = datetime.now(timezone.utc)
+_STREAM_NAME = "avatars"
+_DOMAIN = "airbyteio.atlassian.net"
+
+
+@freezegun.freeze_time(_NOW.isoformat())
+class TestAvatarsStream(TestCase):
+    """
+    Tests for the Jira 'avatars' stream.
+
+    This is a full refresh stream without pagination.
+    Uses ListPartitionRouter with slices: issuetype, project, user
+    Endpoint: /rest/api/3/avatar/{slice}/system
+    Extract field: system
+    Primary key: id
+    """
+
+    @HttpMocker()
+    def test_full_refresh_all_slices(self, http_mocker: HttpMocker):
+        """
+        Test full refresh sync returns avatars from all slices (issuetype, project, user).
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        # Issue type avatars
+        issuetype_avatars = {
+            "system": [
+                {"id": "10000", "isSystemAvatar": True, "isSelected": False, "isDeletable": False},
+                {"id": "10001", "isSystemAvatar": True, "isSelected": False, "isDeletable": False},
+            ]
+        }
+
+        # Project avatars
+        project_avatars = {
+            "system": [
+                {"id": "10100", "isSystemAvatar": True, "isSelected": False, "isDeletable": False},
+            ]
+        }
+
+        # User avatars
+        user_avatars = {
+            "system": [
+                {"id": "10200", "isSystemAvatar": True, "isSelected": False, "isDeletable": False},
+            ]
+        }
+
+        http_mocker.get(
+            JiraRequestBuilder.avatars_endpoint(_DOMAIN, "issuetype").build(),
+            HttpResponse(body=json.dumps(issuetype_avatars), status_code=200),
+        )
+        http_mocker.get(
+            JiraRequestBuilder.avatars_endpoint(_DOMAIN, "project").build(),
+            HttpResponse(body=json.dumps(project_avatars), status_code=200),
+        )
+        http_mocker.get(
+            JiraRequestBuilder.avatars_endpoint(_DOMAIN, "user").build(),
+            HttpResponse(body=json.dumps(user_avatars), status_code=200),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 4
+
+        avatar_ids = [r.record.data["id"] for r in output.records]
+        assert "10000" in avatar_ids
+        assert "10001" in avatar_ids
+        assert "10100" in avatar_ids
+        assert "10200" in avatar_ids
+
+    @HttpMocker()
+    def test_avatar_properties(self, http_mocker: HttpMocker):
+        """
+        Test that avatar properties are correctly returned.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        issuetype_avatars = {
+            "system": [
+                {
+                    "id": "10000",
+                    "isSystemAvatar": True,
+                    "isSelected": True,
+                    "isDeletable": False,
+                    "fileName": "bug.svg",
+                },
+            ]
+        }
+
+        project_avatars = {"system": []}
+        user_avatars = {"system": []}
+
+        http_mocker.get(
+            JiraRequestBuilder.avatars_endpoint(_DOMAIN, "issuetype").build(),
+            HttpResponse(body=json.dumps(issuetype_avatars), status_code=200),
+        )
+        http_mocker.get(
+            JiraRequestBuilder.avatars_endpoint(_DOMAIN, "project").build(),
+            HttpResponse(body=json.dumps(project_avatars), status_code=200),
+        )
+        http_mocker.get(
+            JiraRequestBuilder.avatars_endpoint(_DOMAIN, "user").build(),
+            HttpResponse(body=json.dumps(user_avatars), status_code=200),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 1
+        record = output.records[0].record.data
+        assert record["id"] == "10000"
+        assert record["isSystemAvatar"] is True
+        assert record["isSelected"] is True
+
+    @HttpMocker()
+    def test_empty_results(self, http_mocker: HttpMocker):
+        """
+        Test that connector handles empty results gracefully.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        empty_avatars = {"system": []}
+
+        http_mocker.get(
+            JiraRequestBuilder.avatars_endpoint(_DOMAIN, "issuetype").build(),
+            HttpResponse(body=json.dumps(empty_avatars), status_code=200),
+        )
+        http_mocker.get(
+            JiraRequestBuilder.avatars_endpoint(_DOMAIN, "project").build(),
+            HttpResponse(body=json.dumps(empty_avatars), status_code=200),
+        )
+        http_mocker.get(
+            JiraRequestBuilder.avatars_endpoint(_DOMAIN, "user").build(),
+            HttpResponse(body=json.dumps(empty_avatars), status_code=200),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 0
+        assert not any(log.log.level == "ERROR" for log in output.logs)
--- a/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/test_board_issues.py
+++ b/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/test_board_issues.py
@@ -0,0 +1,199 @@
+# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
+
+import json
+from datetime import datetime, timezone
+from unittest import TestCase
+
+import freezegun
+from conftest import get_source
+
+from airbyte_cdk.models import SyncMode
+from airbyte_cdk.test.catalog_builder import CatalogBuilder
+from airbyte_cdk.test.entrypoint_wrapper import read
+from airbyte_cdk.test.mock_http import HttpMocker
+from airbyte_cdk.test.state_builder import StateBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import JiraRequestBuilder
+from mock_server.response_builder import JiraAgileResponseBuilder, JiraPaginatedResponseBuilder
+
+
+_NOW = datetime.now(timezone.utc)
+_STREAM_NAME = "board_issues"
+_DOMAIN = "airbyteio.atlassian.net"
+
+
+@freezegun.freeze_time(_NOW.isoformat())
+class TestBoardIssuesStream(TestCase):
+    """
+    Tests for the Jira 'board_issues' stream.
+
+    This is an incremental substream that depends on boards as parent.
+    Endpoint: /rest/agile/1.0/board/{boardId}/issue
+    Extract field: issues
+    Primary key: id
+    Cursor field: updated
+    Transformations: AddFields (boardId, created, updated)
+    Error handler: 500 IGNORE
+    """
+
+    @HttpMocker()
+    def test_full_refresh_with_multiple_boards(self, http_mocker: HttpMocker):
+        """
+        Test full refresh sync with issues from multiple boards.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        # Mock boards endpoint (parent stream)
+        boards = [
+            {"id": 1, "name": "Board 1", "type": "scrum"},
+            {"id": 2, "name": "Board 2", "type": "kanban"},
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.boards_endpoint(_DOMAIN).with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records(boards)
+            .with_pagination(start_at=0, max_results=50, total=2, is_last=True)
+            .build(),
+        )
+
+        # Mock board issues for board 1
+        board1_issues = [
+            {
+                "id": "10001",
+                "key": "PROJ-1",
+                "fields": {
+                    "created": "2024-01-01T10:00:00.000+0000",
+                    "updated": "2024-01-15T10:00:00.000+0000",
+                },
+            },
+        ]
+
+        # Mock board issues for board 2
+        board2_issues = [
+            {
+                "id": "10002",
+                "key": "PROJ-2",
+                "fields": {
+                    "created": "2024-01-02T10:00:00.000+0000",
+                    "updated": "2024-01-16T10:00:00.000+0000",
+                },
+            },
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.board_issues_endpoint(_DOMAIN, "1").with_any_query_params().build(),
+            JiraAgileResponseBuilder("issues").with_records(board1_issues).with_pagination(start_at=0, max_results=50, total=1).build(),
+        )
+        http_mocker.get(
+            JiraRequestBuilder.board_issues_endpoint(_DOMAIN, "2").with_any_query_params().build(),
+            JiraAgileResponseBuilder("issues").with_records(board2_issues).with_pagination(start_at=0, max_results=50, total=1).build(),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 2
+
+        issue_ids = [r.record.data["id"] for r in output.records]
+        assert "10001" in issue_ids
+        assert "10002" in issue_ids
+
+    @HttpMocker()
+    def test_board_id_transformation(self, http_mocker: HttpMocker):
+        """
+        Test that AddFields transformation correctly adds boardId, created, updated.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        boards = [
+            {"id": 1, "name": "Board 1", "type": "scrum"},
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.boards_endpoint(_DOMAIN).with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records(boards)
+            .with_pagination(start_at=0, max_results=50, total=1, is_last=True)
+            .build(),
+        )
+
+        board_issues = [
+            {
+                "id": "10001",
+                "key": "PROJ-1",
+                "fields": {
+                    "created": "2024-01-01T10:00:00.000+0000",
+                    "updated": "2024-01-15T10:00:00.000+0000",
+                },
+            },
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.board_issues_endpoint(_DOMAIN, "1").with_any_query_params().build(),
+            JiraAgileResponseBuilder("issues").with_records(board_issues).with_pagination(start_at=0, max_results=50, total=1).build(),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 1
+        record = output.records[0].record.data
+        assert record["boardId"] == 1
+        assert record["created"] == "2024-01-01T10:00:00.000+0000"
+        assert record["updated"] == "2024-01-15T10:00:00.000+0000"
+
+    @HttpMocker()
+    def test_empty_boards(self, http_mocker: HttpMocker):
+        """
+        Test that connector handles empty boards gracefully.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        http_mocker.get(
+            JiraRequestBuilder.boards_endpoint(_DOMAIN).with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records([])
+            .with_pagination(start_at=0, max_results=50, total=0, is_last=True)
+            .build(),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 0
+        assert not any(log.log.level == "ERROR" for log in output.logs)
+
+    @HttpMocker()
+    def test_board_with_no_issues(self, http_mocker: HttpMocker):
+        """
+        Test that connector handles boards with no issues gracefully.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        boards = [
+            {"id": 1, "name": "Board 1", "type": "scrum"},
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.boards_endpoint(_DOMAIN).with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records(boards)
+            .with_pagination(start_at=0, max_results=50, total=1, is_last=True)
+            .build(),
+        )
+
+        http_mocker.get(
+            JiraRequestBuilder.board_issues_endpoint(_DOMAIN, "1").with_any_query_params().build(),
+            JiraAgileResponseBuilder("issues").with_records([]).with_pagination(start_at=0, max_results=50, total=0).build(),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 0
+        assert not any(log.log.level == "ERROR" for log in output.logs)
--- a/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/test_boards.py
+++ b/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/test_boards.py
@@ -0,0 +1,209 @@
+# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
+
+import json
+from datetime import datetime, timezone
+from unittest import TestCase
+
+import freezegun
+from conftest import get_source
+
+from airbyte_cdk.models import SyncMode
+from airbyte_cdk.test.catalog_builder import CatalogBuilder
+from airbyte_cdk.test.entrypoint_wrapper import read
+from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import JiraRequestBuilder
+from mock_server.response_builder import JiraAgileResponseBuilder
+
+
+_NOW = datetime.now(timezone.utc)
+_STREAM_NAME = "boards"
+_DOMAIN = "airbyteio.atlassian.net"
+
+
+@freezegun.freeze_time(_NOW.isoformat())
+class TestBoardsStream(TestCase):
+    """
+    Tests for the Jira 'boards' stream.
+
+    This stream uses the Agile API v1 with 'values' as the extract field.
+    Endpoint: /rest/agile/1.0/board
+    Has record_filter: filters by config['projects'] if specified
+    Has transformations: AddFields for projectId and projectKey
+    """
+
+    @HttpMocker()
+    def test_full_refresh_single_page(self, http_mocker: HttpMocker):
+        """
+        Test that connector correctly fetches boards with a single page.
+        Also verifies that transformations (AddFields) are applied.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        board_records = [
+            {
+                "id": 1,
+                "name": "Scrum Board",
+                "type": "scrum",
+                "self": f"https://{_DOMAIN}/rest/agile/1.0/board/1",
+                "location": {
+                    "projectId": 10001,
+                    "projectKey": "PROJ1",
+                    "displayName": "Project One",
+                    "projectName": "Project One",
+                    "projectTypeKey": "software",
+                },
+            },
+            {
+                "id": 2,
+                "name": "Kanban Board",
+                "type": "kanban",
+                "self": f"https://{_DOMAIN}/rest/agile/1.0/board/2",
+                "location": {
+                    "projectId": 10002,
+                    "projectKey": "PROJ2",
+                    "displayName": "Project Two",
+                    "projectName": "Project Two",
+                    "projectTypeKey": "software",
+                },
+            },
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.boards_endpoint(_DOMAIN).with_any_query_params().build(),
+            JiraAgileResponseBuilder("values")
+            .with_records(board_records)
+            .with_pagination(start_at=0, max_results=50, total=2, is_last=True)
+            .build(),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 2
+        # Verify basic fields
+        assert output.records[0].record.data["id"] == 1
+        assert output.records[0].record.data["name"] == "Scrum Board"
+        # Verify transformations (AddFields) are applied
+        assert output.records[0].record.data["projectId"] == "10001"
+        assert output.records[0].record.data["projectKey"] == "PROJ1"
+        assert output.records[1].record.data["id"] == 2
+        assert output.records[1].record.data["projectId"] == "10002"
+        assert output.records[1].record.data["projectKey"] == "PROJ2"
+
+    @HttpMocker()
+    def test_pagination_multiple_pages(self, http_mocker: HttpMocker):
+        """
+        Test that connector correctly handles pagination across multiple pages.
+
+        Pagination stop_condition from manifest:
+        {{ response.get('isLast') or response.get('startAt') + response.get('maxResults') >= response.get('total') }}
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        page1_records = [
+            {"id": 1, "name": "Board 1", "type": "scrum", "location": {"projectId": 10001, "projectKey": "PROJ1"}},
+            {"id": 2, "name": "Board 2", "type": "kanban", "location": {"projectId": 10002, "projectKey": "PROJ2"}},
+        ]
+        page2_records = [
+            {"id": 3, "name": "Board 3", "type": "scrum", "location": {"projectId": 10003, "projectKey": "PROJ3"}},
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.boards_endpoint(_DOMAIN).with_any_query_params().build(),
+            [
+                JiraAgileResponseBuilder("values")
+                .with_records(page1_records)
+                .with_pagination(start_at=0, max_results=2, total=3, is_last=False)
+                .build(),
+                JiraAgileResponseBuilder("values")
+                .with_records(page2_records)
+                .with_pagination(start_at=2, max_results=2, total=3, is_last=True)
+                .build(),
+            ],
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 3
+        assert output.records[0].record.data["id"] == 1
+        assert output.records[1].record.data["id"] == 2
+        assert output.records[2].record.data["id"] == 3
+
+    @HttpMocker()
+    def test_project_filter_config(self, http_mocker: HttpMocker):
+        """
+        Test that connector filters boards based on config['projects'] setting.
+
+        The record_filter in manifest:
+        {{ not config.get('projects') or record.get('location', {}).get('projectKey') in config['projects'] }}
+
+        When projects config is set, only boards belonging to matching projects should be returned.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).with_projects(["PROJ1"]).build()
+
+        board_records = [
+            {"id": 1, "name": "Board 1", "type": "scrum", "location": {"projectId": 10001, "projectKey": "PROJ1"}},
+            {"id": 2, "name": "Board 2", "type": "kanban", "location": {"projectId": 10002, "projectKey": "PROJ2"}},
+            {"id": 3, "name": "Board 3", "type": "scrum", "location": {"projectId": 10003, "projectKey": "PROJ3"}},
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.boards_endpoint(_DOMAIN).with_any_query_params().build(),
+            JiraAgileResponseBuilder("values")
+            .with_records(board_records)
+            .with_pagination(start_at=0, max_results=50, total=3, is_last=True)
+            .build(),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        # Only boards from PROJ1 should be returned due to the filter
+        assert len(output.records) == 1
+        assert output.records[0].record.data["projectKey"] == "PROJ1"
+
+    @HttpMocker()
+    def test_empty_results(self, http_mocker: HttpMocker):
+        """
+        Test that connector handles empty results gracefully.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        http_mocker.get(
+            JiraRequestBuilder.boards_endpoint(_DOMAIN).with_any_query_params().build(),
+            JiraAgileResponseBuilder("values").with_records([]).with_pagination(start_at=0, max_results=50, total=0, is_last=True).build(),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 0
+        assert not any(log.log.level == "ERROR" for log in output.logs)
+
+    @HttpMocker()
+    def test_error_400_ignored(self, http_mocker: HttpMocker):
+        """
+        Test that connector ignores 400 errors per the default error handler.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        http_mocker.get(
+            JiraRequestBuilder.boards_endpoint(_DOMAIN).with_any_query_params().build(),
+            HttpResponse(
+                body=json.dumps({"errorMessages": ["Bad request"]}),
+                status_code=400,
+            ),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog, expecting_exception=False)
+
+        assert len(output.records) == 0
+        assert not any(log.log.level == "ERROR" for log in output.logs)
--- a/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/test_dashboards.py
+++ b/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/test_dashboards.py
@@ -0,0 +1,177 @@
+# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
+
+import json
+from datetime import datetime, timezone
+from unittest import TestCase
+
+import freezegun
+from conftest import get_source
+
+from airbyte_cdk.models import SyncMode
+from airbyte_cdk.test.catalog_builder import CatalogBuilder
+from airbyte_cdk.test.entrypoint_wrapper import read
+from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import JiraRequestBuilder
+from mock_server.response_builder import JiraPaginatedResponseBuilder
+
+
+_NOW = datetime.now(timezone.utc)
+_STREAM_NAME = "dashboards"
+_DOMAIN = "airbyteio.atlassian.net"
+
+
+@freezegun.freeze_time(_NOW.isoformat())
+class TestDashboardsStream(TestCase):
+    """
+    Tests for the Jira 'dashboards' stream.
+
+    This stream uses the standard paginator with 'dashboards' as the extract field.
+    Endpoint: /rest/api/3/dashboard
+    """
+
+    @HttpMocker()
+    def test_full_refresh_single_page(self, http_mocker: HttpMocker):
+        """
+        Test that connector correctly fetches dashboards with a single page.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        dashboard_records = [
+            {
+                "id": "10001",
+                "name": "System Dashboard",
+                "description": "Default system dashboard",
+                "isFavourite": True,
+                "self": f"https://{_DOMAIN}/rest/api/3/dashboard/10001",
+            },
+            {
+                "id": "10002",
+                "name": "Project Dashboard",
+                "description": "Project overview dashboard",
+                "isFavourite": False,
+                "self": f"https://{_DOMAIN}/rest/api/3/dashboard/10002",
+            },
+        ]
+
+        # First request doesn't include startAt parameter
+        http_mocker.get(
+            JiraRequestBuilder.dashboards_endpoint(_DOMAIN).with_max_results(50).build(),
+            JiraPaginatedResponseBuilder("dashboards")
+            .with_records(dashboard_records)
+            .with_pagination(start_at=0, max_results=50, total=2, is_last=True)
+            .build(),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 2
+        assert output.records[0].record.data["id"] == "10001"
+        assert output.records[0].record.data["name"] == "System Dashboard"
+        assert output.records[1].record.data["id"] == "10002"
+        assert output.records[1].record.data["name"] == "Project Dashboard"
+
+    @HttpMocker()
+    def test_pagination_multiple_pages(self, http_mocker: HttpMocker):
+        """
+        Test that connector correctly handles pagination across multiple pages.
+
+        NOTE: This test validates pagination for the 'dashboards' stream, but many streams
+        use the same DefaultPaginator configuration (startAt/maxResults with CursorPagination),
+        so this provides pagination coverage for: boards, board_issues, dashboards, filters,
+        groups, issue_changelogs, issue_comments, issue_field_configurations,
+        issue_notification_schemes, issue_priorities, issue_resolutions, issue_type_schemes,
+        issue_type_screen_schemes, issue_worklogs, labels, project_components, project_versions,
+        projects, screen_schemes, screens, sprints, workflows, workflow_schemes
+
+        Pagination stop_condition from manifest:
+        {{ response.get('isLast') or response.get('startAt') + response.get('maxResults') >= response.get('total') }}
+
+        To exercise 2 pages:
+        - Page 1: startAt=0, maxResults=2, total=3 -> 0 + 2 >= 3 is false, fetch page 2
+        - Page 2: startAt=2, maxResults=2, total=3, isLast=true -> stops
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        page1_records = [
+            {"id": "10001", "name": "Dashboard 1"},
+            {"id": "10002", "name": "Dashboard 2"},
+        ]
+        page2_records = [
+            {"id": "10003", "name": "Dashboard 3"},
+        ]
+
+        # Page 1 request (first request doesn't include startAt)
+        http_mocker.get(
+            JiraRequestBuilder.dashboards_endpoint(_DOMAIN).with_max_results(50).build(),
+            JiraPaginatedResponseBuilder("dashboards")
+            .with_records(page1_records)
+            .with_pagination(start_at=0, max_results=2, total=3, is_last=False)
+            .build(),
+        )
+
+        # Page 2 request (subsequent requests include startAt)
+        http_mocker.get(
+            JiraRequestBuilder.dashboards_endpoint(_DOMAIN).with_max_results(50).with_start_at(2).build(),
+            JiraPaginatedResponseBuilder("dashboards")
+            .with_records(page2_records)
+            .with_pagination(start_at=2, max_results=2, total=3, is_last=True)
+            .build(),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 3
+        assert output.records[0].record.data["id"] == "10001"
+        assert output.records[1].record.data["id"] == "10002"
+        assert output.records[2].record.data["id"] == "10003"
+
+    @HttpMocker()
+    def test_empty_results(self, http_mocker: HttpMocker):
+        """
+        Test that connector handles empty results gracefully.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        # First request doesn't include startAt parameter
+        http_mocker.get(
+            JiraRequestBuilder.dashboards_endpoint(_DOMAIN).with_max_results(50).build(),
+            JiraPaginatedResponseBuilder("dashboards")
+            .with_records([])
+            .with_pagination(start_at=0, max_results=50, total=0, is_last=True)
+            .build(),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 0
+        assert not any(log.log.level == "ERROR" for log in output.logs)
+
+    @HttpMocker()
+    def test_error_400_ignored(self, http_mocker: HttpMocker):
+        """
+        Test that connector ignores 400 errors per the default error handler.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        # First request doesn't include startAt parameter
+        http_mocker.get(
+            JiraRequestBuilder.dashboards_endpoint(_DOMAIN).with_max_results(50).build(),
+            HttpResponse(
+                body=json.dumps({"errorMessages": ["Bad request"]}),
+                status_code=400,
+            ),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog, expecting_exception=False)
+
+        assert len(output.records) == 0
+        assert not any(log.log.level == "ERROR" for log in output.logs)
--- a/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/test_filter_sharing.py
+++ b/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/test_filter_sharing.py
@@ -0,0 +1,172 @@
+# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
+
+import json
+from datetime import datetime, timezone
+from unittest import TestCase
+
+import freezegun
+from conftest import get_source
+
+from airbyte_cdk.models import SyncMode
+from airbyte_cdk.test.catalog_builder import CatalogBuilder
+from airbyte_cdk.test.entrypoint_wrapper import read
+from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import JiraRequestBuilder
+from mock_server.response_builder import JiraPaginatedResponseBuilder
+
+
+_NOW = datetime.now(timezone.utc)
+_STREAM_NAME = "filter_sharing"
+_DOMAIN = "airbyteio.atlassian.net"
+
+
+@freezegun.freeze_time(_NOW.isoformat())
+class TestFilterSharingStream(TestCase):
+    """
+    Tests for the Jira 'filter_sharing' stream.
+
+    This is a substream of filters.
+    Endpoint: /rest/api/3/filter/{filter_id}/permission
+    Uses SubstreamPartitionRouter with filters as parent
+    Has transformation: AddFields for filterId
+    """
+
+    @HttpMocker()
+    def test_full_refresh_with_parent_filters(self, http_mocker: HttpMocker):
+        """
+        Test that connector correctly fetches filter sharing permissions from multiple parent filters.
+
+        Per playbook: "All substreams should be tested against at least two parent records"
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        # Mock parent filters endpoint
+        filter_records = [
+            {"id": "10001", "name": "Filter 1", "self": f"https://{_DOMAIN}/rest/api/3/filter/10001"},
+            {"id": "10002", "name": "Filter 2", "self": f"https://{_DOMAIN}/rest/api/3/filter/10002"},
+        ]
+        http_mocker.get(
+            JiraRequestBuilder.filters_endpoint(_DOMAIN).with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records(filter_records)
+            .with_pagination(start_at=0, max_results=50, total=2, is_last=True)
+            .build(),
+        )
+
+        # Mock filter sharing permissions for filter 10001
+        filter1_permissions = [
+            {"id": 1, "type": "user", "user": {"accountId": "user1"}},
+            {"id": 2, "type": "group", "group": {"name": "developers"}},
+        ]
+        http_mocker.get(
+            JiraRequestBuilder.filter_sharing_endpoint(_DOMAIN, "10001").build(),
+            HttpResponse(body=json.dumps(filter1_permissions), status_code=200),
+        )
+
+        # Mock filter sharing permissions for filter 10002
+        filter2_permissions = [
+            {"id": 3, "type": "project", "project": {"id": "10001"}},
+        ]
+        http_mocker.get(
+            JiraRequestBuilder.filter_sharing_endpoint(_DOMAIN, "10002").build(),
+            HttpResponse(body=json.dumps(filter2_permissions), status_code=200),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 3
+        # Verify transformation: filterId should be added
+        filter_ids = [r.record.data.get("filterId") for r in output.records]
+        assert "10001" in filter_ids
+        assert "10002" in filter_ids
+
+    @HttpMocker()
+    def test_empty_parent_filters(self, http_mocker: HttpMocker):
+        """
+        Test that connector handles empty parent filters gracefully.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        http_mocker.get(
+            JiraRequestBuilder.filters_endpoint(_DOMAIN).with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records([])
+            .with_pagination(start_at=0, max_results=50, total=0, is_last=True)
+            .build(),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 0
+        assert not any(log.log.level == "ERROR" for log in output.logs)
+
+    @HttpMocker()
+    def test_filter_without_sharing_permissions(self, http_mocker: HttpMocker):
+        """
+        Test that connector handles filters without sharing permissions.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        # Mock parent filters endpoint
+        filter_records = [
+            {"id": "10001", "name": "Filter 1", "self": f"https://{_DOMAIN}/rest/api/3/filter/10001"},
+        ]
+        http_mocker.get(
+            JiraRequestBuilder.filters_endpoint(_DOMAIN).with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records(filter_records)
+            .with_pagination(start_at=0, max_results=50, total=1, is_last=True)
+            .build(),
+        )
+
+        # Mock empty permissions for filter 10001
+        http_mocker.get(
+            JiraRequestBuilder.filter_sharing_endpoint(_DOMAIN, "10001").build(),
+            HttpResponse(body=json.dumps([]), status_code=200),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 0
+
+    @HttpMocker()
+    def test_error_400_ignored(self, http_mocker: HttpMocker):
+        """
+        Test that connector ignores 400 errors per the error handler.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        # Mock parent filters endpoint
+        filter_records = [
+            {"id": "10001", "name": "Filter 1", "self": f"https://{_DOMAIN}/rest/api/3/filter/10001"},
+        ]
+        http_mocker.get(
+            JiraRequestBuilder.filters_endpoint(_DOMAIN).with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records(filter_records)
+            .with_pagination(start_at=0, max_results=50, total=1, is_last=True)
+            .build(),
+        )
+
+        # Mock 400 error for filter sharing
+        http_mocker.get(
+            JiraRequestBuilder.filter_sharing_endpoint(_DOMAIN, "10001").build(),
+            HttpResponse(
+                body=json.dumps({"errorMessages": ["Bad request"]}),
+                status_code=400,
+            ),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog, expecting_exception=False)
+
+        assert len(output.records) == 0
+        assert not any(log.log.level == "ERROR" for log in output.logs)
--- a/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/test_filters.py
+++ b/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/test_filters.py
@@ -0,0 +1,171 @@
+# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
+
+import json
+from datetime import datetime, timezone
+from unittest import TestCase
+
+import freezegun
+from conftest import get_source
+
+from airbyte_cdk.models import SyncMode
+from airbyte_cdk.test.catalog_builder import CatalogBuilder
+from airbyte_cdk.test.entrypoint_wrapper import read
+from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import JiraRequestBuilder
+from mock_server.response_builder import JiraPaginatedResponseBuilder
+
+
+_NOW = datetime.now(timezone.utc)
+_STREAM_NAME = "filters"
+_DOMAIN = "airbyteio.atlassian.net"
+
+
+@freezegun.freeze_time(_NOW.isoformat())
+class TestFiltersStream(TestCase):
+    """
+    Tests for the Jira 'filters' stream.
+
+    This is a full refresh stream with pagination.
+    Endpoint: /rest/api/3/filter/search
+    Uses retriever_use_cache for caching
+    """
+
+    # Static expand parameter from manifest.yaml for filters stream
+    _FILTERS_EXPAND = "description,owner,jql,viewUrl,searchUrl,favourite,favouritedCount,sharePermissions,isWritable,subscriptions"
+
+    @HttpMocker()
+    def test_full_refresh_single_page(self, http_mocker: HttpMocker):
+        """
+        Test that connector correctly fetches filters in a single page.
+
+        This test validates that the filters stream sends the correct static request parameters:
+        - expand parameter with all filter fields to include in the response
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        filter_records = [
+            {
+                "id": "10001",
+                "name": "My Open Issues",
+                "description": "All open issues assigned to me",
+                "self": f"https://{_DOMAIN}/rest/api/3/filter/10001",
+                "jql": "assignee = currentUser() AND resolution = Unresolved",
+                "favourite": True,
+            },
+            {
+                "id": "10002",
+                "name": "All Project Issues",
+                "description": "All issues in the project",
+                "self": f"https://{_DOMAIN}/rest/api/3/filter/10002",
+                "jql": "project = PROJ",
+                "favourite": False,
+            },
+        ]
+
+        # Filters endpoint uses static expand parameter from manifest.yaml
+        http_mocker.get(
+            JiraRequestBuilder.filters_endpoint(_DOMAIN).with_max_results(50).with_expand(self._FILTERS_EXPAND).build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records(filter_records)
+            .with_pagination(start_at=0, max_results=50, total=2, is_last=True)
+            .build(),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 2
+        assert output.records[0].record.data["id"] == "10001"
+        assert output.records[0].record.data["name"] == "My Open Issues"
+        assert output.records[1].record.data["id"] == "10002"
+
+    @HttpMocker()
+    def test_pagination_multiple_pages(self, http_mocker: HttpMocker):
+        """
+        Test that connector correctly handles pagination across multiple pages.
+
+        Pagination stop_condition: {{ response.get('isLast') or response.get('startAt') + response.get('maxResults') >= response.get('total') }}
+        Page 1: startAt=0, maxResults=2, total=3 -> 0 + 2 >= 3 is False, fetch page 2
+        Page 2: startAt=2, maxResults=2, total=3, isLast=True -> stops
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        page1_records = [
+            {"id": "10001", "name": "Filter 1", "self": f"https://{_DOMAIN}/rest/api/3/filter/10001"},
+            {"id": "10002", "name": "Filter 2", "self": f"https://{_DOMAIN}/rest/api/3/filter/10002"},
+        ]
+        page2_records = [
+            {"id": "10003", "name": "Filter 3", "self": f"https://{_DOMAIN}/rest/api/3/filter/10003"},
+        ]
+
+        # Use with_any_query_params() here because pagination involves dynamic startAt
+        # parameters that change between pages (startAt=0 for page 1, startAt=2 for page 2)
+        http_mocker.get(
+            JiraRequestBuilder.filters_endpoint(_DOMAIN).with_any_query_params().build(),
+            [
+                JiraPaginatedResponseBuilder("values")
+                .with_records(page1_records)
+                .with_pagination(start_at=0, max_results=2, total=3, is_last=False)
+                .build(),
+                JiraPaginatedResponseBuilder("values")
+                .with_records(page2_records)
+                .with_pagination(start_at=2, max_results=2, total=3, is_last=True)
+                .build(),
+            ],
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 3
+        filter_ids = [r.record.data["id"] for r in output.records]
+        assert "10001" in filter_ids
+        assert "10002" in filter_ids
+        assert "10003" in filter_ids
+
+    @HttpMocker()
+    def test_empty_results(self, http_mocker: HttpMocker):
+        """
+        Test that connector handles empty results gracefully.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        http_mocker.get(
+            JiraRequestBuilder.filters_endpoint(_DOMAIN).with_max_results(50).with_expand(self._FILTERS_EXPAND).build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records([])
+            .with_pagination(start_at=0, max_results=50, total=0, is_last=True)
+            .build(),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 0
+        assert not any(log.log.level == "ERROR" for log in output.logs)
+
+    @HttpMocker()
+    def test_error_400_ignored(self, http_mocker: HttpMocker):
+        """
+        Test that connector ignores 400 errors per the error handler.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        http_mocker.get(
+            JiraRequestBuilder.filters_endpoint(_DOMAIN).with_max_results(50).with_expand(self._FILTERS_EXPAND).build(),
+            HttpResponse(
+                body=json.dumps({"errorMessages": ["Bad request"]}),
+                status_code=400,
+            ),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog, expecting_exception=False)
+
+        assert len(output.records) == 0
+        assert not any(log.log.level == "ERROR" for log in output.logs)
--- a/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/test_groups.py
+++ b/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/test_groups.py
@@ -0,0 +1,137 @@
+# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
+
+from datetime import datetime, timezone
+from unittest import TestCase
+
+import freezegun
+from conftest import get_source
+
+from airbyte_cdk.models import SyncMode
+from airbyte_cdk.test.catalog_builder import CatalogBuilder
+from airbyte_cdk.test.entrypoint_wrapper import read
+from airbyte_cdk.test.mock_http import HttpMocker
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import JiraRequestBuilder
+from mock_server.response_builder import JiraPaginatedResponseBuilder
+
+
+_NOW = datetime.now(timezone.utc)
+_STREAM_NAME = "groups"
+_DOMAIN = "airbyteio.atlassian.net"
+
+
+@freezegun.freeze_time(_NOW.isoformat())
+class TestGroupsStream(TestCase):
+    """
+    Tests for the Jira 'groups' stream.
+
+    This is a full refresh stream.
+    Endpoint: /rest/api/3/group/bulk
+    Extract field: values
+    Primary key: groupId
+    """
+
+    @HttpMocker()
+    def test_full_refresh_single_page(self, http_mocker: HttpMocker):
+        """
+        Test full refresh sync with a single page of results.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        group_records = [
+            {
+                "name": "jira-administrators",
+                "groupId": "group-1",
+            },
+            {
+                "name": "jira-software-users",
+                "groupId": "group-2",
+            },
+            {
+                "name": "site-admins",
+                "groupId": "group-3",
+            },
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.groups_endpoint(_DOMAIN).with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records(group_records)
+            .with_pagination(start_at=0, max_results=50, total=3, is_last=True)
+            .build(),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 3
+
+        group_ids = [r.record.data["groupId"] for r in output.records]
+        assert "group-1" in group_ids
+        assert "group-2" in group_ids
+        assert "group-3" in group_ids
+
+    @HttpMocker()
+    def test_pagination_multiple_pages(self, http_mocker: HttpMocker):
+        """
+        Test that pagination works correctly with multiple pages.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        # Page 1
+        page1_groups = [
+            {"name": "group-a", "groupId": "group-1"},
+            {"name": "group-b", "groupId": "group-2"},
+        ]
+
+        # Page 2
+        page2_groups = [
+            {"name": "group-c", "groupId": "group-3"},
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.groups_endpoint(_DOMAIN).with_any_query_params().build(),
+            [
+                JiraPaginatedResponseBuilder("values")
+                .with_records(page1_groups)
+                .with_pagination(start_at=0, max_results=2, total=3, is_last=False)
+                .build(),
+                JiraPaginatedResponseBuilder("values")
+                .with_records(page2_groups)
+                .with_pagination(start_at=2, max_results=2, total=3, is_last=True)
+                .build(),
+            ],
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 3
+        group_ids = [r.record.data["groupId"] for r in output.records]
+        assert "group-1" in group_ids
+        assert "group-2" in group_ids
+        assert "group-3" in group_ids
+
+    @HttpMocker()
+    def test_empty_results(self, http_mocker: HttpMocker):
+        """
+        Test that connector handles empty results gracefully.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        http_mocker.get(
+            JiraRequestBuilder.groups_endpoint(_DOMAIN).with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records([])
+            .with_pagination(start_at=0, max_results=50, total=0, is_last=True)
+            .build(),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 0
+        assert not any(log.log.level == "ERROR" for log in output.logs)
--- a/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/test_issue_changelogs.py
+++ b/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/test_issue_changelogs.py
@@ -0,0 +1,486 @@
+# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
+
+from datetime import datetime, timezone
+from unittest import TestCase
+
+import freezegun
+from conftest import get_source
+
+from airbyte_cdk.models import SyncMode
+from airbyte_cdk.test.catalog_builder import CatalogBuilder
+from airbyte_cdk.test.entrypoint_wrapper import read
+from airbyte_cdk.test.mock_http import HttpMocker
+from airbyte_cdk.test.state_builder import StateBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import JiraRequestBuilder
+from mock_server.response_builder import JiraJqlResponseBuilder, JiraPaginatedResponseBuilder
+
+
+_NOW = datetime.now(timezone.utc)
+_STREAM_NAME = "issue_changelogs"
+_DOMAIN = "airbyteio.atlassian.net"
+
+
+@freezegun.freeze_time(_NOW.isoformat())
+class TestIssueChangelogsStream(TestCase):
+    """
+    Tests for the Jira 'issue_changelogs' stream.
+
+    This is an incremental substream of issues using SubstreamPartitionRouter.
+    Endpoint: /rest/api/3/issue/{issueIdOrKey}/changelog
+    Parent stream: issues (via JQL search)
+    Has transformations: AddFields for issueId
+    Has incremental_dependency: true - parent stream's incremental state affects this substream
+    Cursor field: updated
+    """
+
+    @HttpMocker()
+    def test_full_refresh_with_parent_issues(self, http_mocker: HttpMocker):
+        """
+        Test that connector correctly fetches changelogs from multiple parent issues.
+
+        Per the playbook: "All substreams should be tested against at least two parent records"
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        # Parent issues from JQL search
+        issue_records = [
+            {
+                "id": "10001",
+                "key": "PROJ-1",
+                "fields": {
+                    "summary": "Test Issue 1",
+                    "project": {"id": "10001", "key": "PROJ1"},
+                    "created": "2024-01-01T00:00:00.000+0000",
+                    "updated": "2024-01-15T00:00:00.000+0000",
+                },
+            },
+            {
+                "id": "10002",
+                "key": "PROJ-2",
+                "fields": {
+                    "summary": "Test Issue 2",
+                    "project": {"id": "10001", "key": "PROJ1"},
+                    "created": "2024-01-02T00:00:00.000+0000",
+                    "updated": "2024-01-16T00:00:00.000+0000",
+                },
+            },
+        ]
+
+        # Changelogs for issue 10001
+        issue1_changelogs = [
+            {
+                "id": "100001",
+                "author": {
+                    "accountId": "user1",
+                    "displayName": "User One",
+                    "active": True,
+                },
+                "created": "2024-01-10T00:00:00.000+0000",
+                "updated": "2024-01-10T00:00:00.000+0000",
+                "items": [
+                    {
+                        "field": "status",
+                        "fieldtype": "jira",
+                        "from": "10000",
+                        "fromString": "To Do",
+                        "to": "10001",
+                        "toString": "In Progress",
+                    }
+                ],
+            },
+            {
+                "id": "100002",
+                "author": {
+                    "accountId": "user1",
+                    "displayName": "User One",
+                    "active": True,
+                },
+                "created": "2024-01-12T00:00:00.000+0000",
+                "updated": "2024-01-12T00:00:00.000+0000",
+                "items": [
+                    {
+                        "field": "assignee",
+                        "fieldtype": "jira",
+                        "from": None,
+                        "fromString": None,
+                        "to": "user2",
+                        "toString": "User Two",
+                    }
+                ],
+            },
+        ]
+
+        # Changelogs for issue 10002
+        issue2_changelogs = [
+            {
+                "id": "200001",
+                "author": {
+                    "accountId": "user2",
+                    "displayName": "User Two",
+                    "active": True,
+                },
+                "created": "2024-01-14T00:00:00.000+0000",
+                "updated": "2024-01-14T00:00:00.000+0000",
+                "items": [
+                    {
+                        "field": "priority",
+                        "fieldtype": "jira",
+                        "from": "3",
+                        "fromString": "Medium",
+                        "to": "2",
+                        "toString": "High",
+                    }
+                ],
+            },
+        ]
+
+        # Mock parent issues endpoint (JQL search)
+        http_mocker.get(
+            JiraRequestBuilder.issues_endpoint(_DOMAIN).with_any_query_params().build(),
+            JiraJqlResponseBuilder().with_records(issue_records).with_pagination(start_at=0, max_results=50, total=2, is_last=True).build(),
+        )
+
+        # Mock changelogs endpoint for issue 10001
+        http_mocker.get(
+            JiraRequestBuilder.issue_changelogs_endpoint(_DOMAIN, "10001").with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records(issue1_changelogs)
+            .with_pagination(start_at=0, max_results=50, total=2, is_last=True)
+            .build(),
+        )
+
+        # Mock changelogs endpoint for issue 10002
+        http_mocker.get(
+            JiraRequestBuilder.issue_changelogs_endpoint(_DOMAIN, "10002").with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records(issue2_changelogs)
+            .with_pagination(start_at=0, max_results=50, total=1, is_last=True)
+            .build(),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        # Should have 3 changelogs total (2 from issue 10001, 1 from issue 10002)
+        assert len(output.records) == 3
+
+        # Verify changelog IDs
+        changelog_ids = [r.record.data["id"] for r in output.records]
+        assert "100001" in changelog_ids
+        assert "100002" in changelog_ids
+        assert "200001" in changelog_ids
+
+        # Verify issueId transformation is applied
+        for record in output.records:
+            assert "issueId" in record.record.data
+
+    @HttpMocker()
+    def test_incremental_sync_with_state(self, http_mocker: HttpMocker):
+        """
+        Test incremental sync with prior state.
+
+        The issue_changelogs stream has incremental_dependency: true, meaning
+        the parent stream's incremental state affects when this substream fetches data.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        # State with cursor for the stream
+        state = (
+            StateBuilder()
+            .with_stream_state(
+                _STREAM_NAME,
+                {
+                    "use_global_cursor": False,
+                    "state": {"updated": "2024-01-10T00:00:00.000+0000"},
+                    "lookback_window": 0,
+                    "states": [{"partition": {"issue_id": "10001"}, "cursor": {"updated": "2024-01-10T00:00:00.000+0000"}}],
+                },
+            )
+            .build()
+        )
+
+        # Parent issues from JQL search (only issues updated after state cursor)
+        issue_records = [
+            {
+                "id": "10001",
+                "key": "PROJ-1",
+                "fields": {
+                    "summary": "Test Issue 1",
+                    "project": {"id": "10001", "key": "PROJ1"},
+                    "created": "2024-01-01T00:00:00.000+0000",
+                    "updated": "2024-01-15T00:00:00.000+0000",
+                },
+            },
+        ]
+
+        # New changelogs since state
+        new_changelogs = [
+            {
+                "id": "100003",
+                "author": {
+                    "accountId": "user1",
+                    "displayName": "User One",
+                    "active": True,
+                },
+                "created": "2024-01-14T00:00:00.000+0000",
+                "updated": "2024-01-14T00:00:00.000+0000",
+                "items": [
+                    {
+                        "field": "status",
+                        "fieldtype": "jira",
+                        "from": "10001",
+                        "fromString": "In Progress",
+                        "to": "10002",
+                        "toString": "Done",
+                    }
+                ],
+            },
+        ]
+
+        # Mock parent issues endpoint
+        http_mocker.get(
+            JiraRequestBuilder.issues_endpoint(_DOMAIN).with_any_query_params().build(),
+            JiraJqlResponseBuilder().with_records(issue_records).with_pagination(start_at=0, max_results=50, total=1, is_last=True).build(),
+        )
+
+        # Mock changelogs endpoint for issue 10001
+        http_mocker.get(
+            JiraRequestBuilder.issue_changelogs_endpoint(_DOMAIN, "10001").with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records(new_changelogs)
+            .with_pagination(start_at=0, max_results=50, total=1, is_last=True)
+            .build(),
+        )
+
+        source = get_source(config=config, state=state)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.incremental).build()
+        output = read(source, config=config, catalog=catalog, state=state)
+
+        # Should have 1 new changelog
+        assert len(output.records) == 1
+        assert output.records[0].record.data["id"] == "100003"
+
+        # Verify state message is emitted
+        assert len(output.state_messages) > 0
+
+    @HttpMocker()
+    def test_pagination_within_changelogs(self, http_mocker: HttpMocker):
+        """
+        Test that pagination works correctly within the changelogs substream.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        # Parent issue
+        issue_records = [
+            {
+                "id": "10001",
+                "key": "PROJ-1",
+                "fields": {
+                    "summary": "Test Issue 1",
+                    "project": {"id": "10001", "key": "PROJ1"},
+                    "created": "2024-01-01T00:00:00.000+0000",
+                    "updated": "2024-01-15T00:00:00.000+0000",
+                },
+            },
+        ]
+
+        # Changelogs page 1
+        page1_changelogs = [
+            {
+                "id": "100001",
+                "author": {"accountId": "user1", "displayName": "User One", "active": True},
+                "created": "2024-01-10T00:00:00.000+0000",
+                "updated": "2024-01-10T00:00:00.000+0000",
+                "items": [
+                    {
+                        "field": "status",
+                        "fieldtype": "jira",
+                        "from": "10000",
+                        "fromString": "To Do",
+                        "to": "10001",
+                        "toString": "In Progress",
+                    }
+                ],
+            },
+            {
+                "id": "100002",
+                "author": {"accountId": "user1", "displayName": "User One", "active": True},
+                "created": "2024-01-11T00:00:00.000+0000",
+                "updated": "2024-01-11T00:00:00.000+0000",
+                "items": [
+                    {"field": "assignee", "fieldtype": "jira", "from": None, "fromString": None, "to": "user2", "toString": "User Two"}
+                ],
+            },
+        ]
+
+        # Changelogs page 2
+        page2_changelogs = [
+            {
+                "id": "100003",
+                "author": {"accountId": "user2", "displayName": "User Two", "active": True},
+                "created": "2024-01-12T00:00:00.000+0000",
+                "updated": "2024-01-12T00:00:00.000+0000",
+                "items": [{"field": "priority", "fieldtype": "jira", "from": "3", "fromString": "Medium", "to": "2", "toString": "High"}],
+            },
+        ]
+
+        # Mock parent issues endpoint
+        http_mocker.get(
+            JiraRequestBuilder.issues_endpoint(_DOMAIN).with_any_query_params().build(),
+            JiraJqlResponseBuilder().with_records(issue_records).with_pagination(start_at=0, max_results=50, total=1, is_last=True).build(),
+        )
+
+        # Mock changelogs endpoint with pagination
+        http_mocker.get(
+            JiraRequestBuilder.issue_changelogs_endpoint(_DOMAIN, "10001").with_any_query_params().build(),
+            [
+                JiraPaginatedResponseBuilder("values")
+                .with_records(page1_changelogs)
+                .with_pagination(start_at=0, max_results=2, total=3, is_last=False)
+                .build(),
+                JiraPaginatedResponseBuilder("values")
+                .with_records(page2_changelogs)
+                .with_pagination(start_at=2, max_results=2, total=3, is_last=True)
+                .build(),
+            ],
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        # Should have 3 changelogs total
+        assert len(output.records) == 3
+        changelog_ids = [r.record.data["id"] for r in output.records]
+        assert "100001" in changelog_ids
+        assert "100002" in changelog_ids
+        assert "100003" in changelog_ids
+
+    @HttpMocker()
+    def test_empty_parent_issues_no_changelogs(self, http_mocker: HttpMocker):
+        """
+        Test that connector handles empty parent issues gracefully.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        # No parent issues
+        http_mocker.get(
+            JiraRequestBuilder.issues_endpoint(_DOMAIN).with_any_query_params().build(),
+            JiraJqlResponseBuilder().with_records([]).with_pagination(start_at=0, max_results=50, total=0, is_last=True).build(),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 0
+        assert not any(log.log.level == "ERROR" for log in output.logs)
+
+    @HttpMocker()
+    def test_issue_with_no_changelogs(self, http_mocker: HttpMocker):
+        """
+        Test that connector handles issues with no changelogs gracefully.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        # Parent issue
+        issue_records = [
+            {
+                "id": "10001",
+                "key": "PROJ-1",
+                "fields": {
+                    "summary": "Test Issue 1",
+                    "project": {"id": "10001", "key": "PROJ1"},
+                    "created": "2024-01-01T00:00:00.000+0000",
+                    "updated": "2024-01-15T00:00:00.000+0000",
+                },
+            },
+        ]
+
+        # Mock parent issues endpoint
+        http_mocker.get(
+            JiraRequestBuilder.issues_endpoint(_DOMAIN).with_any_query_params().build(),
+            JiraJqlResponseBuilder().with_records(issue_records).with_pagination(start_at=0, max_results=50, total=1, is_last=True).build(),
+        )
+
+        # Mock changelogs endpoint with empty response
+        http_mocker.get(
+            JiraRequestBuilder.issue_changelogs_endpoint(_DOMAIN, "10001").with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records([])
+            .with_pagination(start_at=0, max_results=50, total=0, is_last=True)
+            .build(),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 0
+        assert not any(log.log.level == "ERROR" for log in output.logs)
+
+    @HttpMocker()
+    def test_issueId_transformation_applied(self, http_mocker: HttpMocker):
+        """
+        Test that the AddFields transformation correctly adds issueId to each record.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        # Parent issue
+        issue_records = [
+            {
+                "id": "10001",
+                "key": "PROJ-1",
+                "fields": {
+                    "summary": "Test Issue 1",
+                    "project": {"id": "10001", "key": "PROJ1"},
+                    "created": "2024-01-01T00:00:00.000+0000",
+                    "updated": "2024-01-15T00:00:00.000+0000",
+                },
+            },
+        ]
+
+        # Changelog without issueId (will be added by transformation)
+        changelogs = [
+            {
+                "id": "100001",
+                "author": {"accountId": "user1", "displayName": "User One", "active": True},
+                "created": "2024-01-10T00:00:00.000+0000",
+                "updated": "2024-01-10T00:00:00.000+0000",
+                "items": [
+                    {
+                        "field": "status",
+                        "fieldtype": "jira",
+                        "from": "10000",
+                        "fromString": "To Do",
+                        "to": "10001",
+                        "toString": "In Progress",
+                    }
+                ],
+            },
+        ]
+
+        # Mock parent issues endpoint
+        http_mocker.get(
+            JiraRequestBuilder.issues_endpoint(_DOMAIN).with_any_query_params().build(),
+            JiraJqlResponseBuilder().with_records(issue_records).with_pagination(start_at=0, max_results=50, total=1, is_last=True).build(),
+        )
+
+        # Mock changelogs endpoint
+        http_mocker.get(
+            JiraRequestBuilder.issue_changelogs_endpoint(_DOMAIN, "10001").with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records(changelogs)
+            .with_pagination(start_at=0, max_results=50, total=1, is_last=True)
+            .build(),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 1
+        # Verify issueId transformation is applied with correct value
+        assert output.records[0].record.data["issueId"] == "10001"
--- a/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/test_issue_comments.py
+++ b/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/test_issue_comments.py
@@ -0,0 +1,455 @@
+# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
+
+from datetime import datetime, timezone
+from unittest import TestCase
+
+import freezegun
+from conftest import get_source
+
+from airbyte_cdk.models import SyncMode
+from airbyte_cdk.test.catalog_builder import CatalogBuilder
+from airbyte_cdk.test.entrypoint_wrapper import read
+from airbyte_cdk.test.mock_http import HttpMocker
+from airbyte_cdk.test.state_builder import StateBuilder
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import JiraRequestBuilder
+from mock_server.response_builder import JiraJqlResponseBuilder, JiraPaginatedResponseBuilder
+
+
+_NOW = datetime.now(timezone.utc)
+_STREAM_NAME = "issue_comments"
+_DOMAIN = "airbyteio.atlassian.net"
+
+
+@freezegun.freeze_time(_NOW.isoformat())
+class TestIssueCommentsStream(TestCase):
+    """
+    Tests for the Jira 'issue_comments' stream.
+
+    This is a semi-incremental (client-side incremental) substream of issues.
+    Endpoint: /rest/api/3/issue/{issueIdOrKey}/comment
+    Parent stream: issues (via JQL search)
+    Has transformations: AddFields for issueId
+    Has incremental_dependency: true
+    Extract field: comments
+    Cursor field: updated (client-side filtering)
+    """
+
+    @HttpMocker()
+    def test_full_refresh_with_parent_issues(self, http_mocker: HttpMocker):
+        """
+        Test that connector correctly fetches comments from multiple parent issues.
+
+        Per the playbook: "All substreams should be tested against at least two parent records"
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        # Parent issues from JQL search
+        issue_records = [
+            {
+                "id": "10001",
+                "key": "PROJ-1",
+                "fields": {
+                    "summary": "Test Issue 1",
+                    "project": {"id": "10001", "key": "PROJ1"},
+                    "created": "2024-01-01T00:00:00.000+0000",
+                    "updated": "2024-01-15T00:00:00.000+0000",
+                },
+            },
+            {
+                "id": "10002",
+                "key": "PROJ-2",
+                "fields": {
+                    "summary": "Test Issue 2",
+                    "project": {"id": "10001", "key": "PROJ1"},
+                    "created": "2024-01-02T00:00:00.000+0000",
+                    "updated": "2024-01-16T00:00:00.000+0000",
+                },
+            },
+        ]
+
+        # Comments for issue 10001
+        issue1_comments = [
+            {
+                "id": "100001",
+                "self": "https://airbyteio.atlassian.net/rest/api/3/issue/10001/comment/100001",
+                "author": {
+                    "accountId": "user1",
+                    "displayName": "User One",
+                    "active": True,
+                },
+                "body": {
+                    "type": "doc",
+                    "version": 1,
+                    "content": [{"type": "paragraph", "content": [{"type": "text", "text": "First comment"}]}],
+                },
+                "created": "2024-01-10T00:00:00.000+0000",
+                "updated": "2024-01-10T00:00:00.000+0000",
+            },
+            {
+                "id": "100002",
+                "self": "https://airbyteio.atlassian.net/rest/api/3/issue/10001/comment/100002",
+                "author": {
+                    "accountId": "user2",
+                    "displayName": "User Two",
+                    "active": True,
+                },
+                "body": {
+                    "type": "doc",
+                    "version": 1,
+                    "content": [{"type": "paragraph", "content": [{"type": "text", "text": "Second comment"}]}],
+                },
+                "created": "2024-01-12T00:00:00.000+0000",
+                "updated": "2024-01-12T00:00:00.000+0000",
+            },
+        ]
+
+        # Comments for issue 10002
+        issue2_comments = [
+            {
+                "id": "200001",
+                "self": "https://airbyteio.atlassian.net/rest/api/3/issue/10002/comment/200001",
+                "author": {
+                    "accountId": "user1",
+                    "displayName": "User One",
+                    "active": True,
+                },
+                "body": {
+                    "type": "doc",
+                    "version": 1,
+                    "content": [{"type": "paragraph", "content": [{"type": "text", "text": "Comment on issue 2"}]}],
+                },
+                "created": "2024-01-14T00:00:00.000+0000",
+                "updated": "2024-01-14T00:00:00.000+0000",
+            },
+        ]
+
+        # Mock parent issues endpoint (JQL search)
+        http_mocker.get(
+            JiraRequestBuilder.issues_endpoint(_DOMAIN).with_any_query_params().build(),
+            JiraJqlResponseBuilder().with_records(issue_records).with_pagination(start_at=0, max_results=50, total=2, is_last=True).build(),
+        )
+
+        # Mock comments endpoint for issue 10001
+        http_mocker.get(
+            JiraRequestBuilder.issue_comments_endpoint(_DOMAIN, "10001").with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("comments")
+            .with_records(issue1_comments)
+            .with_pagination(start_at=0, max_results=50, total=2, is_last=True)
+            .build(),
+        )
+
+        # Mock comments endpoint for issue 10002
+        http_mocker.get(
+            JiraRequestBuilder.issue_comments_endpoint(_DOMAIN, "10002").with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("comments")
+            .with_records(issue2_comments)
+            .with_pagination(start_at=0, max_results=50, total=1, is_last=True)
+            .build(),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        # Should have 3 comments total (2 from issue 10001, 1 from issue 10002)
+        assert len(output.records) == 3
+
+        # Verify comment IDs
+        comment_ids = [r.record.data["id"] for r in output.records]
+        assert "100001" in comment_ids
+        assert "100002" in comment_ids
+        assert "200001" in comment_ids
+
+        # Verify issueId transformation is applied
+        for record in output.records:
+            assert "issueId" in record.record.data
+
+    @HttpMocker()
+    def test_incremental_sync_with_state(self, http_mocker: HttpMocker):
+        """
+        Test incremental sync with prior state.
+
+        The issue_comments stream is semi_incremental (client-side filtering).
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        # State with cursor for the stream
+        state = (
+            StateBuilder()
+            .with_stream_state(
+                _STREAM_NAME,
+                {
+                    "use_global_cursor": False,
+                    "state": {"updated": "2024-01-10T00:00:00.000+0000"},
+                    "lookback_window": 0,
+                    "states": [{"partition": {"issue_id": "10001"}, "cursor": {"updated": "2024-01-10T00:00:00.000+0000"}}],
+                },
+            )
+            .build()
+        )
+
+        # Parent issues from JQL search
+        issue_records = [
+            {
+                "id": "10001",
+                "key": "PROJ-1",
+                "fields": {
+                    "summary": "Test Issue 1",
+                    "project": {"id": "10001", "key": "PROJ1"},
+                    "created": "2024-01-01T00:00:00.000+0000",
+                    "updated": "2024-01-15T00:00:00.000+0000",
+                },
+            },
+        ]
+
+        # Comments (API returns all, client-side filtering applies)
+        all_comments = [
+            {
+                "id": "100001",
+                "self": "https://airbyteio.atlassian.net/rest/api/3/issue/10001/comment/100001",
+                "author": {"accountId": "user1", "displayName": "User One", "active": True},
+                "body": {"type": "doc", "version": 1, "content": []},
+                "created": "2024-01-08T00:00:00.000+0000",
+                "updated": "2024-01-08T00:00:00.000+0000",
+            },
+            {
+                "id": "100002",
+                "self": "https://airbyteio.atlassian.net/rest/api/3/issue/10001/comment/100002",
+                "author": {"accountId": "user2", "displayName": "User Two", "active": True},
+                "body": {"type": "doc", "version": 1, "content": []},
+                "created": "2024-01-14T00:00:00.000+0000",
+                "updated": "2024-01-14T00:00:00.000+0000",
+            },
+        ]
+
+        # Mock parent issues endpoint
+        http_mocker.get(
+            JiraRequestBuilder.issues_endpoint(_DOMAIN).with_any_query_params().build(),
+            JiraJqlResponseBuilder().with_records(issue_records).with_pagination(start_at=0, max_results=50, total=1, is_last=True).build(),
+        )
+
+        # Mock comments endpoint
+        http_mocker.get(
+            JiraRequestBuilder.issue_comments_endpoint(_DOMAIN, "10001").with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("comments")
+            .with_records(all_comments)
+            .with_pagination(start_at=0, max_results=50, total=2, is_last=True)
+            .build(),
+        )
+
+        source = get_source(config=config, state=state)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.incremental).build()
+        output = read(source, config=config, catalog=catalog, state=state)
+
+        # Client-side filtering should only return comments updated after state cursor
+        # Comment 100002 (updated 2024-01-14) should be returned, comment 100001 (updated 2024-01-08) filtered out
+        assert len(output.records) == 1
+        assert output.records[0].record.data["id"] == "100002"
+
+        # Verify state message is emitted
+        assert len(output.state_messages) > 0
+
+    @HttpMocker()
+    def test_pagination_within_comments(self, http_mocker: HttpMocker):
+        """
+        Test that pagination works correctly within the comments substream.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        # Parent issue
+        issue_records = [
+            {
+                "id": "10001",
+                "key": "PROJ-1",
+                "fields": {
+                    "summary": "Test Issue 1",
+                    "project": {"id": "10001", "key": "PROJ1"},
+                    "created": "2024-01-01T00:00:00.000+0000",
+                    "updated": "2024-01-15T00:00:00.000+0000",
+                },
+            },
+        ]
+
+        # Comments page 1
+        page1_comments = [
+            {
+                "id": "100001",
+                "self": "https://airbyteio.atlassian.net/rest/api/3/issue/10001/comment/100001",
+                "author": {"accountId": "user1", "displayName": "User One", "active": True},
+                "body": {"type": "doc", "version": 1, "content": []},
+                "created": "2024-01-10T00:00:00.000+0000",
+                "updated": "2024-01-10T00:00:00.000+0000",
+            },
+            {
+                "id": "100002",
+                "self": "https://airbyteio.atlassian.net/rest/api/3/issue/10001/comment/100002",
+                "author": {"accountId": "user1", "displayName": "User One", "active": True},
+                "body": {"type": "doc", "version": 1, "content": []},
+                "created": "2024-01-11T00:00:00.000+0000",
+                "updated": "2024-01-11T00:00:00.000+0000",
+            },
+        ]
+
+        # Comments page 2
+        page2_comments = [
+            {
+                "id": "100003",
+                "self": "https://airbyteio.atlassian.net/rest/api/3/issue/10001/comment/100003",
+                "author": {"accountId": "user2", "displayName": "User Two", "active": True},
+                "body": {"type": "doc", "version": 1, "content": []},
+                "created": "2024-01-12T00:00:00.000+0000",
+                "updated": "2024-01-12T00:00:00.000+0000",
+            },
+        ]
+
+        # Mock parent issues endpoint
+        http_mocker.get(
+            JiraRequestBuilder.issues_endpoint(_DOMAIN).with_any_query_params().build(),
+            JiraJqlResponseBuilder().with_records(issue_records).with_pagination(start_at=0, max_results=50, total=1, is_last=True).build(),
+        )
+
+        # Mock comments endpoint with pagination
+        http_mocker.get(
+            JiraRequestBuilder.issue_comments_endpoint(_DOMAIN, "10001").with_any_query_params().build(),
+            [
+                JiraPaginatedResponseBuilder("comments")
+                .with_records(page1_comments)
+                .with_pagination(start_at=0, max_results=2, total=3, is_last=False)
+                .build(),
+                JiraPaginatedResponseBuilder("comments")
+                .with_records(page2_comments)
+                .with_pagination(start_at=2, max_results=2, total=3, is_last=True)
+                .build(),
+            ],
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        # Should have 3 comments total
+        assert len(output.records) == 3
+        comment_ids = [r.record.data["id"] for r in output.records]
+        assert "100001" in comment_ids
+        assert "100002" in comment_ids
+        assert "100003" in comment_ids
+
+    @HttpMocker()
+    def test_empty_parent_issues_no_comments(self, http_mocker: HttpMocker):
+        """
+        Test that connector handles empty parent issues gracefully.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        # No parent issues
+        http_mocker.get(
+            JiraRequestBuilder.issues_endpoint(_DOMAIN).with_any_query_params().build(),
+            JiraJqlResponseBuilder().with_records([]).with_pagination(start_at=0, max_results=50, total=0, is_last=True).build(),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 0
+        assert not any(log.log.level == "ERROR" for log in output.logs)
+
+    @HttpMocker()
+    def test_issue_with_no_comments(self, http_mocker: HttpMocker):
+        """
+        Test that connector handles issues with no comments gracefully.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        # Parent issue
+        issue_records = [
+            {
+                "id": "10001",
+                "key": "PROJ-1",
+                "fields": {
+                    "summary": "Test Issue 1",
+                    "project": {"id": "10001", "key": "PROJ1"},
+                    "created": "2024-01-01T00:00:00.000+0000",
+                    "updated": "2024-01-15T00:00:00.000+0000",
+                },
+            },
+        ]
+
+        # Mock parent issues endpoint
+        http_mocker.get(
+            JiraRequestBuilder.issues_endpoint(_DOMAIN).with_any_query_params().build(),
+            JiraJqlResponseBuilder().with_records(issue_records).with_pagination(start_at=0, max_results=50, total=1, is_last=True).build(),
+        )
+
+        # Mock comments endpoint with empty response
+        http_mocker.get(
+            JiraRequestBuilder.issue_comments_endpoint(_DOMAIN, "10001").with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("comments")
+            .with_records([])
+            .with_pagination(start_at=0, max_results=50, total=0, is_last=True)
+            .build(),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 0
+        assert not any(log.log.level == "ERROR" for log in output.logs)
+
+    @HttpMocker()
+    def test_issueId_transformation_applied(self, http_mocker: HttpMocker):
+        """
+        Test that the AddFields transformation correctly adds issueId to each record.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        # Parent issue
+        issue_records = [
+            {
+                "id": "10001",
+                "key": "PROJ-1",
+                "fields": {
+                    "summary": "Test Issue 1",
+                    "project": {"id": "10001", "key": "PROJ1"},
+                    "created": "2024-01-01T00:00:00.000+0000",
+                    "updated": "2024-01-15T00:00:00.000+0000",
+                },
+            },
+        ]
+
+        # Comment without issueId (will be added by transformation)
+        comments = [
+            {
+                "id": "100001",
+                "self": "https://airbyteio.atlassian.net/rest/api/3/issue/10001/comment/100001",
+                "author": {"accountId": "user1", "displayName": "User One", "active": True},
+                "body": {"type": "doc", "version": 1, "content": []},
+                "created": "2024-01-10T00:00:00.000+0000",
+                "updated": "2024-01-10T00:00:00.000+0000",
+            },
+        ]
+
+        # Mock parent issues endpoint
+        http_mocker.get(
+            JiraRequestBuilder.issues_endpoint(_DOMAIN).with_any_query_params().build(),
+            JiraJqlResponseBuilder().with_records(issue_records).with_pagination(start_at=0, max_results=50, total=1, is_last=True).build(),
+        )
+
+        # Mock comments endpoint
+        http_mocker.get(
+            JiraRequestBuilder.issue_comments_endpoint(_DOMAIN, "10001").with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("comments")
+            .with_records(comments)
+            .with_pagination(start_at=0, max_results=50, total=1, is_last=True)
+            .build(),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 1
+        # Verify issueId transformation is applied with correct value
+        assert output.records[0].record.data["issueId"] == "10001"
--- a/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/test_issue_custom_field_contexts.py
+++ b/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/test_issue_custom_field_contexts.py
@@ -0,0 +1,178 @@
+# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
+
+import json
+from datetime import datetime, timezone
+from unittest import TestCase
+
+import freezegun
+from conftest import get_source
+
+from airbyte_cdk.models import SyncMode
+from airbyte_cdk.test.catalog_builder import CatalogBuilder
+from airbyte_cdk.test.entrypoint_wrapper import read
+from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import JiraRequestBuilder
+from mock_server.response_builder import JiraPaginatedResponseBuilder
+
+
+_NOW = datetime.now(timezone.utc)
+_STREAM_NAME = "issue_custom_field_contexts"
+_DOMAIN = "airbyteio.atlassian.net"
+
+
+@freezegun.freeze_time(_NOW.isoformat())
+class TestIssueCustomFieldContextsStream(TestCase):
+    """
+    Tests for the Jira 'issue_custom_field_contexts' stream.
+
+    This is a substream that depends on custom issue fields as parent.
+    Endpoint: /rest/api/3/field/{fieldId}/context
+    Extract field: values
+    Primary key: id
+    Transformations: AddFields (fieldId, fieldType)
+    Error handler: 400/403/404 IGNORE
+    """
+
+    @HttpMocker()
+    def test_full_refresh_with_multiple_fields(self, http_mocker: HttpMocker):
+        """
+        Test full refresh sync with contexts from multiple custom fields.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        # Mock issue fields endpoint (parent stream) - only custom fields are used
+        issue_fields = [
+            {"id": "customfield_10001", "name": "Story Points", "custom": True, "schema": {"type": "number", "items": None}},
+            {"id": "customfield_10002", "name": "Sprint", "custom": True, "schema": {"type": "array", "items": "string"}},
+            {"id": "summary", "name": "Summary", "custom": False},  # Non-custom field should be filtered out
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_fields_endpoint(_DOMAIN).build(),
+            HttpResponse(body=json.dumps(issue_fields), status_code=200),
+        )
+
+        # Mock contexts for field 1
+        field1_contexts = [
+            {"id": "10000", "name": "Default Context", "isGlobalContext": True},
+        ]
+
+        # Mock contexts for field 2
+        field2_contexts = [
+            {"id": "10001", "name": "Project Context", "isGlobalContext": False},
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_custom_field_contexts_endpoint(_DOMAIN, "customfield_10001").with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records(field1_contexts)
+            .with_pagination(start_at=0, max_results=50, total=1, is_last=True)
+            .build(),
+        )
+        http_mocker.get(
+            JiraRequestBuilder.issue_custom_field_contexts_endpoint(_DOMAIN, "customfield_10002").with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records(field2_contexts)
+            .with_pagination(start_at=0, max_results=50, total=1, is_last=True)
+            .build(),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 2
+
+        context_ids = [r.record.data["id"] for r in output.records]
+        assert "10000" in context_ids
+        assert "10001" in context_ids
+
+    @HttpMocker()
+    def test_field_id_transformation(self, http_mocker: HttpMocker):
+        """
+        Test that AddFields transformation correctly adds fieldId and fieldType.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        issue_fields = [
+            {"id": "customfield_10001", "name": "Story Points", "custom": True, "schema": {"type": "number", "items": None}},
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_fields_endpoint(_DOMAIN).build(),
+            HttpResponse(body=json.dumps(issue_fields), status_code=200),
+        )
+
+        contexts = [
+            {"id": "10000", "name": "Default Context", "isGlobalContext": True},
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_custom_field_contexts_endpoint(_DOMAIN, "customfield_10001").with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records(contexts)
+            .with_pagination(start_at=0, max_results=50, total=1, is_last=True)
+            .build(),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 1
+        record = output.records[0].record.data
+        assert record["fieldId"] == "customfield_10001"
+        assert record["fieldType"] == "number"
+
+    @HttpMocker()
+    def test_error_400_ignored(self, http_mocker: HttpMocker):
+        """
+        Test that 400 errors are ignored gracefully.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        issue_fields = [
+            {"id": "customfield_10001", "name": "Story Points", "custom": True, "schema": {"type": "number", "items": None}},
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_fields_endpoint(_DOMAIN).build(),
+            HttpResponse(body=json.dumps(issue_fields), status_code=200),
+        )
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_custom_field_contexts_endpoint(_DOMAIN, "customfield_10001").with_any_query_params().build(),
+            HttpResponse(body=json.dumps({"errorMessages": ["Bad request"]}), status_code=400),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 0
+        assert not any(log.log.level == "ERROR" for log in output.logs)
+
+    @HttpMocker()
+    def test_empty_custom_fields(self, http_mocker: HttpMocker):
+        """
+        Test that connector handles no custom fields gracefully.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        # Only non-custom fields
+        issue_fields = [
+            {"id": "summary", "name": "Summary", "custom": False},
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_fields_endpoint(_DOMAIN).build(),
+            HttpResponse(body=json.dumps(issue_fields), status_code=200),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 0
+        assert not any(log.log.level == "ERROR" for log in output.logs)
--- a/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/test_issue_custom_field_options.py
+++ b/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/test_issue_custom_field_options.py
@@ -0,0 +1,307 @@
+# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
+
+import json
+from datetime import datetime, timezone
+from unittest import TestCase
+
+import freezegun
+from conftest import get_source
+
+from airbyte_cdk.models import SyncMode
+from airbyte_cdk.test.catalog_builder import CatalogBuilder
+from airbyte_cdk.test.entrypoint_wrapper import read
+from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import JiraRequestBuilder
+from mock_server.response_builder import JiraPaginatedResponseBuilder
+
+
+_NOW = datetime.now(timezone.utc)
+_STREAM_NAME = "issue_custom_field_options"
+_DOMAIN = "airbyteio.atlassian.net"
+
+
+@freezegun.freeze_time(_NOW.isoformat())
+class TestIssueCustomFieldOptionsStream(TestCase):
+    """
+    Tests for the Jira 'issue_custom_field_options' stream.
+
+    This is a nested substream that depends on issue_custom_field_contexts.
+    Endpoint: /rest/api/3/field/{fieldId}/context/{contextId}/option
+    Extract field: values
+    Primary key: id
+    Transformations: AddFields (fieldId, contextId)
+    Error handler: 400/403/404 IGNORE
+    """
+
+    @HttpMocker()
+    def test_full_refresh_with_multiple_contexts(self, http_mocker: HttpMocker):
+        """
+        Test full refresh sync with options from multiple contexts.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        # Mock issue fields endpoint (grandparent stream) - only custom fields with option type
+        issue_fields = [
+            {"id": "customfield_10001", "name": "Priority", "custom": True, "schema": {"type": "option", "items": None}},
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_fields_endpoint(_DOMAIN).build(),
+            HttpResponse(body=json.dumps(issue_fields), status_code=200),
+        )
+
+        # Mock contexts for field (parent stream)
+        contexts = [
+            {"id": "10000", "name": "Default Context", "isGlobalContext": True},
+            {"id": "10001", "name": "Project Context", "isGlobalContext": False},
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_custom_field_contexts_endpoint(_DOMAIN, "customfield_10001").with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records(contexts)
+            .with_pagination(start_at=0, max_results=50, total=2, is_last=True)
+            .build(),
+        )
+
+        # Mock options for context 1
+        context1_options = [
+            {"id": "10100", "value": "High", "disabled": False},
+        ]
+
+        # Mock options for context 2
+        context2_options = [
+            {"id": "10101", "value": "Low", "disabled": False},
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_custom_field_options_endpoint(_DOMAIN, "customfield_10001", "10000").with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records(context1_options)
+            .with_pagination(start_at=0, max_results=50, total=1, is_last=True)
+            .build(),
+        )
+        http_mocker.get(
+            JiraRequestBuilder.issue_custom_field_options_endpoint(_DOMAIN, "customfield_10001", "10001").with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records(context2_options)
+            .with_pagination(start_at=0, max_results=50, total=1, is_last=True)
+            .build(),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 2
+
+        option_ids = [r.record.data["id"] for r in output.records]
+        assert "10100" in option_ids
+        assert "10101" in option_ids
+
+    @HttpMocker()
+    def test_context_id_transformation(self, http_mocker: HttpMocker):
+        """
+        Test that AddFields transformation correctly adds fieldId and contextId.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        issue_fields = [
+            {"id": "customfield_10001", "name": "Priority", "custom": True, "schema": {"type": "option", "items": None}},
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_fields_endpoint(_DOMAIN).build(),
+            HttpResponse(body=json.dumps(issue_fields), status_code=200),
+        )
+
+        contexts = [
+            {"id": "10000", "name": "Default Context", "isGlobalContext": True},
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_custom_field_contexts_endpoint(_DOMAIN, "customfield_10001").with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records(contexts)
+            .with_pagination(start_at=0, max_results=50, total=1, is_last=True)
+            .build(),
+        )
+
+        options = [
+            {"id": "10100", "value": "High", "disabled": False},
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_custom_field_options_endpoint(_DOMAIN, "customfield_10001", "10000").with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records(options)
+            .with_pagination(start_at=0, max_results=50, total=1, is_last=True)
+            .build(),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 1
+        record = output.records[0].record.data
+        assert record["fieldId"] == "customfield_10001"
+        assert record["contextId"] == "10000"
+
+    @HttpMocker()
+    def test_error_404_ignored(self, http_mocker: HttpMocker):
+        """
+        Test that 404 errors are ignored gracefully.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        issue_fields = [
+            {"id": "customfield_10001", "name": "Priority", "custom": True, "schema": {"type": "option", "items": None}},
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_fields_endpoint(_DOMAIN).build(),
+            HttpResponse(body=json.dumps(issue_fields), status_code=200),
+        )
+
+        contexts = [
+            {"id": "10000", "name": "Default Context", "isGlobalContext": True},
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_custom_field_contexts_endpoint(_DOMAIN, "customfield_10001").with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records(contexts)
+            .with_pagination(start_at=0, max_results=50, total=1, is_last=True)
+            .build(),
+        )
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_custom_field_options_endpoint(_DOMAIN, "customfield_10001", "10000").with_any_query_params().build(),
+            HttpResponse(body=json.dumps({"errorMessages": ["Not found"]}), status_code=404),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 0
+        assert not any(log.log.level == "ERROR" for log in output.logs)
+
+    @HttpMocker()
+    def test_error_400_ignored(self, http_mocker: HttpMocker):
+        """
+        Test that 400 errors are ignored gracefully.
+
+        Per manifest.yaml, the error_handler for this stream has:
+        http_codes: [400, 403, 404] -> action: IGNORE
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        issue_fields = [
+            {"id": "customfield_10001", "name": "Priority", "custom": True, "schema": {"type": "option", "items": None}},
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_fields_endpoint(_DOMAIN).build(),
+            HttpResponse(body=json.dumps(issue_fields), status_code=200),
+        )
+
+        contexts = [
+            {"id": "10000", "name": "Default Context", "isGlobalContext": True},
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_custom_field_contexts_endpoint(_DOMAIN, "customfield_10001").with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records(contexts)
+            .with_pagination(start_at=0, max_results=50, total=1, is_last=True)
+            .build(),
+        )
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_custom_field_options_endpoint(_DOMAIN, "customfield_10001", "10000").with_any_query_params().build(),
+            HttpResponse(body=json.dumps({"errorMessages": ["Bad request"]}), status_code=400),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 0
+        assert not any(log.log.level == "ERROR" for log in output.logs)
+
+    @HttpMocker()
+    def test_error_403_ignored(self, http_mocker: HttpMocker):
+        """
+        Test that 403 errors are ignored gracefully.
+
+        Per manifest.yaml, the error_handler for this stream has:
+        http_codes: [400, 403, 404] -> action: IGNORE
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        issue_fields = [
+            {"id": "customfield_10001", "name": "Priority", "custom": True, "schema": {"type": "option", "items": None}},
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_fields_endpoint(_DOMAIN).build(),
+            HttpResponse(body=json.dumps(issue_fields), status_code=200),
+        )
+
+        contexts = [
+            {"id": "10000", "name": "Default Context", "isGlobalContext": True},
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_custom_field_contexts_endpoint(_DOMAIN, "customfield_10001").with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records(contexts)
+            .with_pagination(start_at=0, max_results=50, total=1, is_last=True)
+            .build(),
+        )
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_custom_field_options_endpoint(_DOMAIN, "customfield_10001", "10000").with_any_query_params().build(),
+            HttpResponse(body=json.dumps({"errorMessages": ["Forbidden"]}), status_code=403),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 0
+        assert not any(log.log.level == "ERROR" for log in output.logs)
+
+    @HttpMocker()
+    def test_empty_contexts(self, http_mocker: HttpMocker):
+        """
+        Test that connector handles no contexts gracefully.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        issue_fields = [
+            {"id": "customfield_10001", "name": "Priority", "custom": True, "schema": {"type": "option", "items": None}},
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_fields_endpoint(_DOMAIN).build(),
+            HttpResponse(body=json.dumps(issue_fields), status_code=200),
+        )
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_custom_field_contexts_endpoint(_DOMAIN, "customfield_10001").with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records([])
+            .with_pagination(start_at=0, max_results=50, total=0, is_last=True)
+            .build(),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 0
+        assert not any(log.log.level == "ERROR" for log in output.logs)
--- a/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/test_issue_field_configurations.py
+++ b/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/test_issue_field_configurations.py
@@ -0,0 +1,129 @@
+# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
+
+from datetime import datetime, timezone
+from unittest import TestCase
+
+import freezegun
+from conftest import get_source
+
+from airbyte_cdk.models import SyncMode
+from airbyte_cdk.test.catalog_builder import CatalogBuilder
+from airbyte_cdk.test.entrypoint_wrapper import read
+from airbyte_cdk.test.mock_http import HttpMocker
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import JiraRequestBuilder
+from mock_server.response_builder import JiraPaginatedResponseBuilder
+
+
+_NOW = datetime.now(timezone.utc)
+_STREAM_NAME = "issue_field_configurations"
+_DOMAIN = "airbyteio.atlassian.net"
+
+
+@freezegun.freeze_time(_NOW.isoformat())
+class TestIssueFieldConfigurationsStream(TestCase):
+    """
+    Tests for the Jira 'issue_field_configurations' stream.
+
+    Endpoint: /rest/api/3/fieldconfiguration
+    Extract field: values
+    Primary key: id
+    """
+
+    @HttpMocker()
+    def test_full_refresh(self, http_mocker: HttpMocker):
+        """
+        Test full refresh sync returns all field configurations.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        field_configs = [
+            {"id": 10000, "name": "Default Field Configuration", "description": "Default", "isDefault": True},
+            {"id": 10001, "name": "Custom Field Configuration", "description": "Custom", "isDefault": False},
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_field_configurations_endpoint(_DOMAIN).with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records(field_configs)
+            .with_pagination(start_at=0, max_results=50, total=2, is_last=True)
+            .build(),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 2
+
+        config_ids = [r.record.data["id"] for r in output.records]
+        assert 10000 in config_ids
+        assert 10001 in config_ids
+
+    @HttpMocker()
+    def test_pagination(self, http_mocker: HttpMocker):
+        """
+        Test pagination with 2 pages of field configurations.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        page1_configs = [
+            {"id": 10000, "name": "Config 1", "isDefault": True},
+            {"id": 10001, "name": "Config 2", "isDefault": False},
+        ]
+
+        page2_configs = [
+            {"id": 10002, "name": "Config 3", "isDefault": False},
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_field_configurations_endpoint(_DOMAIN).with_query_param("maxResults", "50").build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records(page1_configs)
+            .with_pagination(start_at=0, max_results=2, total=3, is_last=False)
+            .build(),
+        )
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_field_configurations_endpoint(_DOMAIN)
+            .with_query_param("maxResults", "50")
+            .with_query_param("startAt", "2")
+            .build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records(page2_configs)
+            .with_pagination(start_at=2, max_results=2, total=3, is_last=True)
+            .build(),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 3
+
+        config_ids = [r.record.data["id"] for r in output.records]
+        assert 10000 in config_ids
+        assert 10001 in config_ids
+        assert 10002 in config_ids
+
+    @HttpMocker()
+    def test_empty_response(self, http_mocker: HttpMocker):
+        """
+        Test that connector handles empty response gracefully.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_field_configurations_endpoint(_DOMAIN).with_any_query_params().build(),
+            JiraPaginatedResponseBuilder("values")
+            .with_records([])
+            .with_pagination(start_at=0, max_results=50, total=0, is_last=True)
+            .build(),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 0
+        assert not any(log.log.level == "ERROR" for log in output.logs)
--- a/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/test_issue_fields.py
+++ b/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/test_issue_fields.py
@@ -0,0 +1,143 @@
+# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
+
+import json
+from datetime import datetime, timezone
+from unittest import TestCase
+
+import freezegun
+from conftest import get_source
+
+from airbyte_cdk.models import SyncMode
+from airbyte_cdk.test.catalog_builder import CatalogBuilder
+from airbyte_cdk.test.entrypoint_wrapper import read
+from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import JiraRequestBuilder
+
+
+_NOW = datetime.now(timezone.utc)
+_STREAM_NAME = "issue_fields"
+_DOMAIN = "airbyteio.atlassian.net"
+
+
+@freezegun.freeze_time(_NOW.isoformat())
+class TestIssueFieldsStream(TestCase):
+    """
+    Tests for the Jira 'issue_fields' stream.
+
+    This is a full refresh stream without pagination.
+    Endpoint: /rest/api/3/field
+    Primary key: id
+    Uses retriever_no_pagination_use_cache
+    """
+
+    @HttpMocker()
+    def test_full_refresh(self, http_mocker: HttpMocker):
+        """
+        Test full refresh sync returns all issue fields.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        field_records = [
+            {
+                "id": "summary",
+                "key": "summary",
+                "name": "Summary",
+                "custom": False,
+                "orderable": True,
+                "navigable": True,
+                "searchable": True,
+                "clauseNames": ["summary"],
+            },
+            {
+                "id": "description",
+                "key": "description",
+                "name": "Description",
+                "custom": False,
+                "orderable": True,
+                "navigable": True,
+                "searchable": True,
+                "clauseNames": ["description"],
+            },
+            {
+                "id": "customfield_10001",
+                "key": "customfield_10001",
+                "name": "Story Points",
+                "custom": True,
+                "orderable": True,
+                "navigable": True,
+                "searchable": True,
+                "clauseNames": ["cf[10001]", "Story Points"],
+            },
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_fields_endpoint(_DOMAIN).build(),
+            HttpResponse(body=json.dumps(field_records), status_code=200),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 3
+
+        field_ids = [r.record.data["id"] for r in output.records]
+        assert "summary" in field_ids
+        assert "description" in field_ids
+        assert "customfield_10001" in field_ids
+
+    @HttpMocker()
+    def test_custom_field_properties(self, http_mocker: HttpMocker):
+        """
+        Test that custom field properties are correctly returned.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        field_records = [
+            {
+                "id": "customfield_10001",
+                "key": "customfield_10001",
+                "name": "Story Points",
+                "custom": True,
+                "orderable": True,
+                "navigable": True,
+                "searchable": True,
+                "clauseNames": ["cf[10001]", "Story Points"],
+                "scope": {"type": "PROJECT", "project": {"id": "10000"}},
+            },
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_fields_endpoint(_DOMAIN).build(),
+            HttpResponse(body=json.dumps(field_records), status_code=200),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 1
+        record = output.records[0].record.data
+        assert record["custom"] is True
+        assert record["name"] == "Story Points"
+        assert "scope" in record
+
+    @HttpMocker()
+    def test_empty_results(self, http_mocker: HttpMocker):
+        """
+        Test that connector handles empty results gracefully.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_fields_endpoint(_DOMAIN).build(),
+            HttpResponse(body=json.dumps([]), status_code=200),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 0
+        assert not any(log.log.level == "ERROR" for log in output.logs)
--- a/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/test_issue_link_types.py
+++ b/airbyte-integrations/connectors/source-jira/unit_tests/mock_server/test_issue_link_types.py
@@ -0,0 +1,130 @@
+# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
+
+import json
+from datetime import datetime, timezone
+from unittest import TestCase
+
+import freezegun
+from conftest import get_source
+
+from airbyte_cdk.models import SyncMode
+from airbyte_cdk.test.catalog_builder import CatalogBuilder
+from airbyte_cdk.test.entrypoint_wrapper import read
+from airbyte_cdk.test.mock_http import HttpMocker, HttpResponse
+from mock_server.config import ConfigBuilder
+from mock_server.request_builder import JiraRequestBuilder
+
+
+_NOW = datetime.now(timezone.utc)
+_STREAM_NAME = "issue_link_types"
+_DOMAIN = "airbyteio.atlassian.net"
+
+
+@freezegun.freeze_time(_NOW.isoformat())
+class TestIssueLinkTypesStream(TestCase):
+    """
+    Tests for the Jira 'issue_link_types' stream.
+
+    This is a full refresh stream without pagination.
+    Endpoint: /rest/api/3/issueLinkType
+    Extract field: issueLinkTypes
+    Primary key: id
+    """
+
+    @HttpMocker()
+    def test_full_refresh(self, http_mocker: HttpMocker):
+        """
+        Test full refresh sync returns all issue link types.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        link_type_records = [
+            {
+                "id": "10000",
+                "name": "Blocks",
+                "inward": "is blocked by",
+                "outward": "blocks",
+                "self": f"https://{_DOMAIN}/rest/api/3/issueLinkType/10000",
+            },
+            {
+                "id": "10001",
+                "name": "Cloners",
+                "inward": "is cloned by",
+                "outward": "clones",
+                "self": f"https://{_DOMAIN}/rest/api/3/issueLinkType/10001",
+            },
+            {
+                "id": "10002",
+                "name": "Duplicate",
+                "inward": "is duplicated by",
+                "outward": "duplicates",
+                "self": f"https://{_DOMAIN}/rest/api/3/issueLinkType/10002",
+            },
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_link_types_endpoint(_DOMAIN).build(),
+            HttpResponse(body=json.dumps({"issueLinkTypes": link_type_records}), status_code=200),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 3
+
+        link_type_ids = [r.record.data["id"] for r in output.records]
+        assert "10000" in link_type_ids
+        assert "10001" in link_type_ids
+        assert "10002" in link_type_ids
+
+    @HttpMocker()
+    def test_link_type_properties(self, http_mocker: HttpMocker):
+        """
+        Test that link type properties are correctly returned.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        link_type_records = [
+            {
+                "id": "10000",
+                "name": "Blocks",
+                "inward": "is blocked by",
+                "outward": "blocks",
+                "self": f"https://{_DOMAIN}/rest/api/3/issueLinkType/10000",
+            },
+        ]
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_link_types_endpoint(_DOMAIN).build(),
+            HttpResponse(body=json.dumps({"issueLinkTypes": link_type_records}), status_code=200),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 1
+        record = output.records[0].record.data
+        assert record["name"] == "Blocks"
+        assert record["inward"] == "is blocked by"
+        assert record["outward"] == "blocks"
+
+    @HttpMocker()
+    def test_empty_results(self, http_mocker: HttpMocker):
+        """
+        Test that connector handles empty results gracefully.
+        """
+        config = ConfigBuilder().with_domain(_DOMAIN).build()
+
+        http_mocker.get(
+            JiraRequestBuilder.issue_link_types_endpoint(_DOMAIN).build(),
+            HttpResponse(body=json.dumps({"issueLinkTypes": []}), status_code=200),
+        )
+
+        source = get_source(config=config)
+        catalog = CatalogBuilder().with_stream(_STREAM_NAME, SyncMode.full_refresh).build()
+        output = read(source, config=config, catalog=catalog)
+
+        assert len(output.records) == 0
+        assert not any(log.log.level == "ERROR" for log in output.logs)
--- a/Show More
+++ b/Show More